diff --git a/LICENSE.md b/LICENSE.md old mode 100644 new mode 100755 diff --git a/build_preset.py b/build_preset.py old mode 100644 new mode 100755 index 966f2635..f6ee06eb --- a/build_preset.py +++ b/build_preset.py @@ -30,14 +30,14 @@ parser.add_argument('--black_thresh', type=int, default=50, help='mean rgb threshold for whether to consider a patch as black for exclusion') parser.add_argument('--no_padding', action='store_false', default=True) -parser.add_argument('--contour_fn', type=str, choices=['four_pt', 'center', 'basic'], default='four_pt', +parser.add_argument('--contour_fn', type=str, choices=['four_pt', 'center', 'basic', 'four_pt_hard'], default='four_pt', help='contour checking function') if __name__ == '__main__': args = parser.parse_args() seg_params = {'seg_level': args.seg_level, 'sthresh': args.sthresh, 'mthresh': args.mthresh, - 'close': args.close, 'use_otsu': args.use_otsu} + 'close': args.close, 'use_otsu': args.use_otsu, 'keep_ids': 'none', 'exclude_ids': 'none'} filter_params = {'a_t':args.a_t, 'a_h': args.a_h, 'max_n_holes': args.max_n_holes} vis_params = {'vis_level': args.vis_level, 'line_thickness': args.line_thickness} patch_params = {'white_thresh': args.white_thresh, 'black_thresh': args.black_thresh, diff --git a/create_patches.py b/create_patches.py old mode 100644 new mode 100755 index ddbfea5e..9fe919ca --- a/create_patches.py +++ b/create_patches.py @@ -1,6 +1,7 @@ # internal imports -from wsi_core.WholeSlideImage import WholeSlideImage, StitchPatches - +from wsi_core.WholeSlideImage import WholeSlideImage +from wsi_core.wsi_utils import StitchPatches +from wsi_core.batch_process_utils import initialize_df # other imports import os import numpy as np @@ -38,40 +39,12 @@ def patching(WSI_object, **kwargs): patch_time_elapsed = time.time() - start_time return file_path, patch_time_elapsed -def initialize_df(slides, seg_params, filter_params, vis_params, patch_params): - total = len(slides) - df = pd.DataFrame({'slide_id': slides, 'process': np.full((total), 1, dtype=np.uint8), - 'status': np.full((total), 'tbp'), - - # seg params - 'seg_level': np.full((total), int(seg_params['seg_level']), dtype=np.int8), - 'sthresh': np.full((total), int(seg_params['sthresh']), dtype=np.uint8), - 'mthresh': np.full((total), int(seg_params['mthresh']), dtype=np.uint8), - 'close': np.full((total), int(seg_params['close']), dtype=np.uint32), - 'use_otsu': np.full((total), bool(seg_params['use_otsu']), dtype=bool), - - # filter params - 'a_t': np.full((total), int(filter_params['a_t']), dtype=np.uint32), - 'a_h': np.full((total), int(filter_params['a_h']), dtype=np.uint32), - 'max_n_holes': np.full((total), int(filter_params['max_n_holes']), dtype=np.uint32), - - # vis params - 'vis_level': np.full((total), int(vis_params['vis_level']), dtype=np.int8), - 'line_thickness': np.full((total), int(vis_params['line_thickness']), dtype=np.uint32), - - # patching params - 'white_thresh': np.full((total), int(patch_params['white_thresh']), dtype=np.uint8), - 'black_thresh': np.full((total), int(patch_params['black_thresh']), dtype=np.uint8), - 'use_padding': np.full((total), bool(patch_params['use_padding']), dtype=bool), - 'contour_fn': np.full((total), patch_params['contour_fn']) - }) - return df - def seg_and_patch(source, save_dir, patch_save_dir, mask_save_dir, stitch_save_dir, patch_size = 256, step_size = 256, custom_downsample=1, - seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False}, - filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':10}, - vis_params = {'vis_level': -1, 'line_thickness': 500}, + seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False, + 'keep_ids': 'none', 'exclude_ids': 'none'}, + filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':8 }, + vis_params = {'vis_level': -1, 'line_thickness': 250}, patch_params = {'white_thresh': 5, 'black_thresh': 40, 'use_padding': True, 'contour_fn': 'four_pt'}, patch_level = 0, use_default_params = False, @@ -83,11 +56,14 @@ def seg_and_patch(source, save_dir, patch_save_dir, mask_save_dir, stitch_save_d slides = sorted(os.listdir(source)) slides = [slide for slide in slides if os.path.isfile(os.path.join(source, slide))] + if process_list is None: - df = initialize_df(slides, seg_params, filter_params, vis_params, patch_params) + df = initialize_df(slides, seg_params, filter_params, vis_params, patch_params, save_patches=True) else: df = pd.read_csv(process_list) + df = initialize_df(df, seg_params, filter_params, vis_params, patch_params, save_patches=True) + mask = df['process'] == 1 process_stack = df[mask] @@ -157,6 +133,20 @@ def seg_and_patch(source, save_dir, patch_save_dir, mask_save_dir, stitch_save_d best_level = wsi.get_best_level_for_downsample(64) current_seg_params['seg_level'] = best_level + keep_ids = str(current_seg_params['keep_ids']) + if keep_ids != 'none' and len(keep_ids) > 0: + str_ids = current_seg_params['keep_ids'] + current_seg_params['keep_ids'] = np.array(str_ids.split(',')).astype(int) + else: + current_seg_params['keep_ids'] = [] + + exclude_ids = str(current_seg_params['exclude_ids']) + if exclude_ids != 'none' and len(exclude_ids) > 0: + str_ids = current_seg_params['exclude_ids'] + current_seg_params['exclude_ids'] = np.array(str_ids.split(',')).astype(int) + else: + current_seg_params['exclude_ids'] = [] + w, h = WSI_object.level_dim[current_seg_params['seg_level']] if w * h > 1e8: print('level_dim {} x {} is likely too large for successful segmentation, aborting'.format(w, h)) @@ -260,8 +250,10 @@ def seg_and_patch(source, save_dir, patch_save_dir, mask_save_dir, stitch_save_d if key not in ['source']: os.makedirs(val, exist_ok=True) - seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False} - filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':8} + + seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False, + 'keep_ids': 'none', 'exclude_ids': 'none'} + filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':8 } vis_params = {'vis_level': -1, 'line_thickness': 250} patch_params = {'white_thresh': 5, 'black_thresh': 40, 'use_padding': True, 'contour_fn': 'four_pt'} diff --git a/create_patches_fp.py b/create_patches_fp.py new file mode 100644 index 00000000..deaef6a6 --- /dev/null +++ b/create_patches_fp.py @@ -0,0 +1,307 @@ +# internal imports +from wsi_core.WholeSlideImage import WholeSlideImage +from wsi_core.wsi_utils import StitchCoords +from wsi_core.batch_process_utils import initialize_df +# other imports +import os +import numpy as np +import time +import argparse +import pdb +import pandas as pd + +def stitching(file_path, wsi_object, downscale = 64): + start = time.time() + heatmap = StitchCoords(file_path, wsi_object, downscale=downscale, bg_color=(0,0,0), alpha=-1, draw_grid=False) + total_time = time.time() - start + + return heatmap, total_time + +def segment(WSI_object, seg_params, filter_params): + ### Start Seg Timer + start_time = time.time() + + # Segment + WSI_object.segmentTissue(**seg_params, filter_params=filter_params) + + ### Stop Seg Timers + seg_time_elapsed = time.time() - start_time + return WSI_object, seg_time_elapsed + +def patching(WSI_object, **kwargs): + ### Start Patch Timer + start_time = time.time() + + # Patch + file_path = WSI_object.process_contours(**kwargs) + + + ### Stop Patch Timer + patch_time_elapsed = time.time() - start_time + return file_path, patch_time_elapsed + + +def seg_and_patch(source, save_dir, patch_save_dir, mask_save_dir, stitch_save_dir, + patch_size = 256, step_size = 256, + seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False, + 'keep_ids': 'none', 'exclude_ids': 'none'}, + filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':8}, + vis_params = {'vis_level': -1, 'line_thickness': 500}, + patch_params = {'use_padding': True, 'contour_fn': 'four_pt'}, + patch_level = 0, + use_default_params = False, + seg = False, save_mask = True, + stitch= False, + patch = False, auto_skip=True, process_list = None): + + + + slides = sorted(os.listdir(source)) + slides = [slide for slide in slides if os.path.isfile(os.path.join(source, slide))] + if process_list is None: + df = initialize_df(slides, seg_params, filter_params, vis_params, patch_params) + + else: + df = pd.read_csv(process_list) + df = initialize_df(df, seg_params, filter_params, vis_params, patch_params) + + mask = df['process'] == 1 + process_stack = df[mask] + + total = len(process_stack) + + legacy_support = 'a' in df.keys() + if legacy_support: + print('detected legacy segmentation csv file, legacy support enabled') + df = df.assign(**{'a_t': np.full((len(df)), int(filter_params['a_t']), dtype=np.uint32), + 'a_h': np.full((len(df)), int(filter_params['a_h']), dtype=np.uint32), + 'max_n_holes': np.full((len(df)), int(filter_params['max_n_holes']), dtype=np.uint32), + 'line_thickness': np.full((len(df)), int(vis_params['line_thickness']), dtype=np.uint32), + 'contour_fn': np.full((len(df)), patch_params['contour_fn'])}) + + seg_times = 0. + patch_times = 0. + stitch_times = 0. + + for i in range(total): + df.to_csv(os.path.join(save_dir, 'process_list_autogen.csv'), index=False) + idx = process_stack.index[i] + slide = process_stack.loc[idx, 'slide_id'] + print("\n\nprogress: {:.2f}, {}/{}".format(i/total, i, total)) + print('processing {}'.format(slide)) + + df.loc[idx, 'process'] = 0 + slide_id, _ = os.path.splitext(slide) + + if auto_skip and os.path.isfile(os.path.join(patch_save_dir, slide_id + '.h5')): + print('{} already exist in destination location, skipped'.format(slide_id)) + df.loc[idx, 'status'] = 'already_exist' + continue + + # Inialize WSI + full_path = os.path.join(source, slide) + WSI_object = WholeSlideImage(full_path, hdf5_file=None) + + if use_default_params: + current_vis_params = vis_params.copy() + current_filter_params = filter_params.copy() + current_seg_params = seg_params.copy() + current_patch_params = patch_params.copy() + + else: + current_vis_params = {} + current_filter_params = {} + current_seg_params = {} + current_patch_params = {} + + + for key in vis_params.keys(): + if legacy_support and key == 'vis_level': + df.loc[idx, key] = -1 + current_vis_params.update({key: df.loc[idx, key]}) + + for key in filter_params.keys(): + if legacy_support and key == 'a_t': + old_area = df.loc[idx, 'a'] + seg_level = df.loc[idx, 'seg_level'] + scale = WSI_object.level_downsamples[seg_level] + adjusted_area = int(old_area * (scale[0] * scale[1]) / (512 * 512)) + current_filter_params.update({key: adjusted_area}) + df.loc[idx, key] = adjusted_area + current_filter_params.update({key: df.loc[idx, key]}) + + for key in seg_params.keys(): + if legacy_support and key == 'seg_level': + df.loc[idx, key] = -1 + current_seg_params.update({key: df.loc[idx, key]}) + + for key in patch_params.keys(): + current_patch_params.update({key: df.loc[idx, key]}) + + if current_vis_params['vis_level'] < 0: + if len(WSI_object.level_dim) == 1: + current_vis_params['vis_level'] = 0 + + else: + wsi = WSI_object.getOpenSlide() + best_level = wsi.get_best_level_for_downsample(64) + current_vis_params['vis_level'] = best_level + + if current_seg_params['seg_level'] < 0: + if len(WSI_object.level_dim) == 1: + current_seg_params['seg_level'] = 0 + + else: + wsi = WSI_object.getOpenSlide() + best_level = wsi.get_best_level_for_downsample(64) + current_seg_params['seg_level'] = best_level + + keep_ids = str(current_seg_params['keep_ids']) + if keep_ids != 'none' and len(keep_ids) > 0: + str_ids = current_seg_params['keep_ids'] + current_seg_params['keep_ids'] = np.array(str_ids.split(',')).astype(int) + else: + current_seg_params['keep_ids'] = [] + + exclude_ids = str(current_seg_params['exclude_ids']) + if exclude_ids != 'none' and len(exclude_ids) > 0: + str_ids = current_seg_params['exclude_ids'] + current_seg_params['exclude_ids'] = np.array(str_ids.split(',')).astype(int) + else: + current_seg_params['exclude_ids'] = [] + + w, h = WSI_object.level_dim[current_seg_params['seg_level']] + if w * h > 1e8: + print('level_dim {} x {} is likely too large for successful segmentation, aborting'.format(w, h)) + df.loc[idx, 'status'] = 'failed_seg' + continue + + df.loc[idx, 'vis_level'] = current_vis_params['vis_level'] + df.loc[idx, 'seg_level'] = current_seg_params['seg_level'] + + + seg_time_elapsed = -1 + if seg: + WSI_object, seg_time_elapsed = segment(WSI_object, current_seg_params, current_filter_params) + + if save_mask: + mask = WSI_object.visWSI(**current_vis_params) + mask_path = os.path.join(mask_save_dir, slide_id+'.jpg') + mask.save(mask_path) + + patch_time_elapsed = -1 # Default time + if patch: + current_patch_params.update({'patch_level': patch_level, 'patch_size': patch_size, 'step_size': step_size, + 'save_path': patch_save_dir}) + file_path, patch_time_elapsed = patching(WSI_object = WSI_object, **current_patch_params,) + + stitch_time_elapsed = -1 + if stitch: + file_path = os.path.join(patch_save_dir, slide_id+'.h5') + if os.path.isfile(file_path): + heatmap, stitch_time_elapsed = stitching(file_path, WSI_object, downscale=64) + stitch_path = os.path.join(stitch_save_dir, slide_id+'.jpg') + heatmap.save(stitch_path) + + print("segmentation took {} seconds".format(seg_time_elapsed)) + print("patching took {} seconds".format(patch_time_elapsed)) + print("stitching took {} seconds".format(stitch_time_elapsed)) + df.loc[idx, 'status'] = 'processed' + + seg_times += seg_time_elapsed + patch_times += patch_time_elapsed + stitch_times += stitch_time_elapsed + + seg_times /= total + patch_times /= total + stitch_times /= total + + df.to_csv(os.path.join(save_dir, 'process_list_autogen.csv'), index=False) + print("average segmentation time in s per slide: {}".format(seg_times)) + print("average patching time in s per slide: {}".format(patch_times)) + print("average stiching time in s per slide: {}".format(stitch_times)) + + return seg_times, patch_times + +parser = argparse.ArgumentParser(description='seg and patch') +parser.add_argument('--source', type = str, + help='path to folder containing raw wsi image files') +parser.add_argument('--step_size', type = int, default=256, + help='step_size') +parser.add_argument('--patch_size', type = int, default=256, + help='patch_size') +parser.add_argument('--patch', default=False, action='store_true') +parser.add_argument('--seg', default=False, action='store_true') +parser.add_argument('--stitch', default=False, action='store_true') +parser.add_argument('--no_auto_skip', default=True, action='store_false') +parser.add_argument('--save_dir', type = str, + help='directory to save processed data') +parser.add_argument('--preset', default=None, type=str, + help='predefined profile of default segmentation and filter parameters (.csv)') +parser.add_argument('--patch_level', type=int, default=0, + help='downsample level at which to patch') +parser.add_argument('--process_list', type = str, default=None, + help='name of list of images to process with parameters (.csv)') + +if __name__ == '__main__': + args = parser.parse_args() + + patch_save_dir = os.path.join(args.save_dir, 'patches') + mask_save_dir = os.path.join(args.save_dir, 'masks') + stitch_save_dir = os.path.join(args.save_dir, 'stitches') + + if args.process_list: + process_list = os.path.join(args.save_dir, args.process_list) + + else: + process_list = None + + print('source: ', args.source) + print('patch_save_dir: ', patch_save_dir) + print('mask_save_dir: ', mask_save_dir) + print('stitch_save_dir: ', stitch_save_dir) + + directories = {'source': args.source, + 'save_dir': args.save_dir, + 'patch_save_dir': patch_save_dir, + 'mask_save_dir' : mask_save_dir, + 'stitch_save_dir': stitch_save_dir} + + for key, val in directories.items(): + print("{} : {}".format(key, val)) + if key not in ['source']: + os.makedirs(val, exist_ok=True) + + seg_params = {'seg_level': -1, 'sthresh': 8, 'mthresh': 7, 'close': 4, 'use_otsu': False, + 'keep_ids': 'none', 'exclude_ids': 'none'} + filter_params = {'a_t':100, 'a_h': 16, 'max_n_holes':8} + vis_params = {'vis_level': -1, 'line_thickness': 250} + patch_params = {'use_padding': True, 'contour_fn': 'four_pt'} + + if args.preset: + preset_df = pd.read_csv(os.path.join('presets', args.preset)) + for key in seg_params.keys(): + seg_params[key] = preset_df.loc[0, key] + + for key in filter_params.keys(): + filter_params[key] = preset_df.loc[0, key] + + for key in vis_params.keys(): + vis_params[key] = preset_df.loc[0, key] + + for key in patch_params.keys(): + patch_params[key] = preset_df.loc[0, key] + + parameters = {'seg_params': seg_params, + 'filter_params': filter_params, + 'patch_params': patch_params, + 'vis_params': vis_params} + + print(parameters) + + seg_times, patch_times = seg_and_patch(**directories, **parameters, + patch_size = args.patch_size, step_size=args.step_size, + seg = args.seg, use_default_params=False, save_mask = True, + stitch= args.stitch, + patch_level=args.patch_level, patch = args.patch, + process_list = process_list, auto_skip=args.no_auto_skip) diff --git a/create_splits_seq.py b/create_splits_seq.py old mode 100644 new mode 100755 index 6901aac3..464f252c --- a/create_splits_seq.py +++ b/create_splits_seq.py @@ -3,55 +3,76 @@ import pandas as pd from datasets.dataset_generic import Generic_WSI_Classification_Dataset, Generic_MIL_Dataset, save_splits import argparse +import numpy as np parser = argparse.ArgumentParser(description='Creating splits for whole slide classification') -parser.add_argument('--label_frac', type=float, default= -1, - help='fraction of labels (default: [0.25, 0.5, 0.75, 1.0])') +parser.add_argument('--label_frac', type=float, default= 1.0, + help='fraction of labels (default: 1)') parser.add_argument('--seed', type=int, default=1, help='random seed (default: 1)') parser.add_argument('--k', type=int, default=10, help='number of splits (default: 10)') -parser.add_argument('--task', type=str, choices=['camelyon_40x_cv', 'tcga_kidney_cv']) +parser.add_argument('--task', type=str, choices=['task_1_tumor_vs_normal', 'task_2_tumor_subtyping']) +parser.add_argument('--val_frac', type=float, default= 0.1, + help='fraction of labels for validation (default: 0.1)') +parser.add_argument('--test_frac', type=float, default= 0.1, + help='fraction of labels for test (default: 0.1)') args = parser.parse_args() -if args.task == 'tcga_kidney': - dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', +# if args.task == 'tcga_kidney': +# dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', +# shuffle = False, +# seed = args.seed, +# print_info = True, +# label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, +# label_col = 'label', +# patient_strat= True, +# patient_voting='maj', +# ignore=[]) + +# elif args.task == 'camelyon_40x_cv': +# dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/camelyon_clean.csv', +# shuffle = False, +# seed = args.seed, +# print_info = True, +# label_dict = {'normal_tissue':0, 'tumor_tissue':1}, +# patient_strat= True, +# ignore=[]) + +if args.task == 'task_1_tumor_vs_normal': + args.n_classes=2 + dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/tumor_vs_normal_dummy_clean.csv', shuffle = False, seed = args.seed, print_info = True, - label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, - label_col = 'label', - patient_strat= True, - patient_voting='maj', - ignore=['TCGA-SARC']) - - val_num = (10, 48, 26) - test_num = (10, 48, 26) - + label_dict = {'normal_tissue':0, 'tumor_tissue':1}, + patient_strat=True, + ignore=[]) -elif args.task == 'camelyon_40x_cv': - dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/camelyon_clean.csv', +elif args.task == 'task_2_tumor_subtyping': + args.n_classes=3 + dataset = Generic_WSI_Classification_Dataset(csv_path = 'dataset_csv/tumor_subtyping_dummy_clean.csv', shuffle = False, seed = args.seed, print_info = True, - label_dict = {'normal_tissue':0, 'tumor_tissue':1}, + label_dict = {'subtype_1':0, 'subtype_2':1, 'subtype_3':2}, patient_strat= True, + patient_voting='maj', ignore=[]) - val_num = (31, 19) - test_num = (31, 19) - - - else: raise NotImplementedError +num_slides_cls = np.array([len(cls_ids) for cls_ids in dataset.patient_cls_ids]) +val_num = np.round(num_slides_cls * args.val_frac).astype(int) +test_num = np.round(num_slides_cls * args.test_frac).astype(int) + if __name__ == '__main__': if args.label_frac > 0: label_fracs = [args.label_frac] else: - label_fracs = [0.25, 0.5, 0.75, 1.0] + label_fracs = [0.1, 0.25, 0.5, 0.75, 1.0] for lf in label_fracs: split_dir = 'splits/'+ str(args.task) + '_{}'.format(int(lf * 100)) diff --git a/dataset_csv/camelyon_clean.csv b/dataset_csv/camelyon_clean.csv deleted file mode 100644 index a9650c26..00000000 --- a/dataset_csv/camelyon_clean.csv +++ /dev/null @@ -1,900 +0,0 @@ -"case_id","label","slide_id","test" -"test_001","tumor_tissue","test_001",1 -"test_002","tumor_tissue","test_002",1 -"test_003","normal_tissue","test_003",1 -"test_004","tumor_tissue","test_004",1 -"test_005","normal_tissue","test_005",1 -"test_006","normal_tissue","test_006",1 -"test_007","normal_tissue","test_007",1 -"test_008","tumor_tissue","test_008",1 -"test_009","normal_tissue","test_009",1 -"test_010","tumor_tissue","test_010",1 -"test_011","tumor_tissue","test_011",1 -"test_012","normal_tissue","test_012",1 -"test_013","tumor_tissue","test_013",1 -"test_014","normal_tissue","test_014",1 -"test_015","normal_tissue","test_015",1 -"test_016","tumor_tissue","test_016",1 -"test_017","normal_tissue","test_017",1 -"test_018","normal_tissue","test_018",1 -"test_019","normal_tissue","test_019",1 -"test_020","normal_tissue","test_020",1 -"test_021","tumor_tissue","test_021",1 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+patient_441,slide_489,normal_tissue +patient_441,slide_490,normal_tissue +patient_442,slide_491,normal_tissue +patient_443,slide_492,normal_tissue +patient_444,slide_493,tumor_tissue +patient_445,slide_494,tumor_tissue +patient_445,slide_495,tumor_tissue +patient_446,slide_496,normal_tissue +patient_447,slide_497,normal_tissue +patient_448,slide_498,normal_tissue +patient_449,slide_499,tumor_tissue diff --git a/datasets/dataset_generic.py b/datasets/dataset_generic.py old mode 100644 new mode 100755 index 79fd0e0e..ca5756ec --- a/datasets/dataset_generic.py +++ b/datasets/dataset_generic.py @@ -36,6 +36,7 @@ def __init__(self, seed = 7, print_info = True, label_dict = {}, + filter_dict = {}, ignore=[], patient_strat=False, label_col = None, @@ -51,7 +52,7 @@ def __init__(self, ignore (list): List containing class labels to ignore """ self.label_dict = label_dict - self.num_classes=len(self.label_dict) + self.num_classes = len(set(self.label_dict.values())) self.seed = seed self.print_info = print_info self.patient_strat = patient_strat @@ -62,6 +63,7 @@ def __init__(self, self.label_col = label_col slide_data = pd.read_csv(csv_path) + slide_data = self.filter_df(slide_data, filter_dict) slide_data = self.df_prep(slide_data, self.label_dict, ignore, self.label_col) ###shuffle data @@ -71,36 +73,41 @@ def __init__(self, self.slide_data = slide_data - patients = np.unique(np.array(slide_data['case_id'])) # get unique patients - patient_labels = [] - - for p in patients: - locations = slide_data[slide_data['case_id'] == p].index.tolist() - assert len(locations) > 0 - label = slide_data['label'][locations].values - if patient_voting == 'max': - label = label.max() # get patient label (MIL convention) - elif patient_voting == 'maj': - label = stats.mode(label)[0] - else: - pass - patient_labels.append(label) - - self.patient_data = {'case_id':patients, 'label':np.array(patient_labels)} + self.patient_data_prep(patient_voting) self.cls_ids_prep() if print_info: self.summarize() def cls_ids_prep(self): + # store ids corresponding each class at the patient or case level self.patient_cls_ids = [[] for i in range(self.num_classes)] for i in range(self.num_classes): self.patient_cls_ids[i] = np.where(self.patient_data['label'] == i)[0] + # store ids corresponding each class at the slide level self.slide_cls_ids = [[] for i in range(self.num_classes)] for i in range(self.num_classes): self.slide_cls_ids[i] = np.where(self.slide_data['label'] == i)[0] + def patient_data_prep(self, patient_voting='max'): + patients = np.unique(np.array(self.slide_data['case_id'])) # get unique patients + patient_labels = [] + + for p in patients: + locations = self.slide_data[self.slide_data['case_id'] == p].index.tolist() + assert len(locations) > 0 + label = self.slide_data['label'][locations].values + if patient_voting == 'max': + label = label.max() # get patient label (MIL convention) + elif patient_voting == 'maj': + label = stats.mode(label)[0] + else: + raise NotImplementedError + patient_labels.append(label) + + self.patient_data = {'case_id':patients, 'label':np.array(patient_labels)} + @staticmethod def df_prep(data, label_dict, ignore, label_col): if label_col != 'label': @@ -115,6 +122,16 @@ def df_prep(data, label_dict, ignore, label_col): return data + def filter_df(self, df, filter_dict={}): + if len(filter_dict) > 0: + filter_mask = np.full(len(df), True, bool) + # assert 'label' not in filter_dict.keys() + for key, val in filter_dict.items(): + mask = df[key].isin(val) + filter_mask = np.logical_and(filter_mask, mask) + df = df[filter_mask] + return df + def __len__(self): if self.patient_strat: return len(self.patient_data['case_id']) @@ -175,7 +192,7 @@ def get_split_from_df(self, all_splits, split_key='train'): if len(split) > 0: mask = self.slide_data['slide_id'].isin(split.tolist()) - df_slice = self.slide_data[mask].dropna().reset_index(drop=True) + df_slice = self.slide_data[mask].reset_index(drop=True) split = Generic_Split(df_slice, data_dir=self.data_dir, num_classes=self.num_classes) else: split = None @@ -191,7 +208,7 @@ def get_merged_split_from_df(self, all_splits, split_keys=['train']): if len(split) > 0: mask = self.slide_data['slide_id'].isin(merged_split) - df_slice = self.slide_data[mask].dropna().reset_index(drop=True) + df_slice = self.slide_data[mask].reset_index(drop=True) split = Generic_Split(df_slice, data_dir=self.data_dir, num_classes=self.num_classes) else: split = None @@ -311,10 +328,15 @@ def load_from_h5(self, toggle): def __getitem__(self, idx): slide_id = self.slide_data['slide_id'][idx] label = self.slide_data['label'][idx] + if type(self.data_dir) == dict: + source = self.slide_data['source'][idx] + data_dir = self.data_dir[source] + else: + data_dir = self.data_dir if not self.use_h5: if self.data_dir: - full_path = os.path.join(self.data_dir,'{}.pt'.format(slide_id)) + full_path = os.path.join(data_dir, 'pt_files', '{}.pt'.format(slide_id)) features = torch.load(full_path) return features, label @@ -322,7 +344,7 @@ def __getitem__(self, idx): return slide_id, label else: - full_path = os.path.join(self.data_dir,'{}.h5'.format(slide_id)) + full_path = os.path.join(data_dir,'h5_files','{}.h5'.format(slide_id)) with h5py.File(full_path,'r') as hdf5_file: features = hdf5_file['features'][:] coords = hdf5_file['coords'][:] diff --git a/datasets/dataset_h5.py b/datasets/dataset_h5.py old mode 100644 new mode 100755 index 8fdc6c94..632392b2 --- a/datasets/dataset_h5.py +++ b/datasets/dataset_h5.py @@ -92,19 +92,79 @@ def __getitem__(self, idx): img = self.roi_transforms(img).unsqueeze(0) return img, coord +class Whole_Slide_Bag_FP(Dataset): + def __init__(self, + file_path, + wsi, + pretrained=False, + custom_transforms=None, + custom_downsample=1, + target_patch_size=-1 + ): + """ + Args: + file_path (string): Path to the .h5 file containing patched data. + pretrained (bool): Use ImageNet transforms + custom_transforms (callable, optional): Optional transform to be applied on a sample + custom_downsample (int): Custom defined downscale factor (overruled by target_patch_size) + target_patch_size (int): Custom defined image size before embedding + """ + self.pretrained=pretrained + self.wsi = wsi + if not custom_transforms: + self.roi_transforms = eval_transforms(pretrained=pretrained) + else: + self.roi_transforms = custom_transforms + + self.file_path = file_path + + with h5py.File(self.file_path, "r") as f: + dset = f['coords'] + self.patch_level = f['coords'].attrs['patch_level'] + self.patch_size = f['coords'].attrs['patch_size'] + self.length = len(dset) + if target_patch_size > 0: + self.target_patch_size = (target_patch_size, ) * 2 + elif custom_downsample > 1: + self.target_patch_size = (self.patch_size // custom_downsample, ) * 2 + else: + self.target_patch_size = None + self.summary() + + def __len__(self): + return self.length + + def summary(self): + hdf5_file = h5py.File(self.file_path, "r") + dset = hdf5_file['coords'] + for name, value in dset.attrs.items(): + print(name, value) + + print('\nfeature extraction settings') + print('target patch size: ', self.target_patch_size) + print('pretrained: ', self.pretrained) + print('transformations: ', self.roi_transforms) + + def __getitem__(self, idx): + with h5py.File(self.file_path,'r') as hdf5_file: + coord = hdf5_file['coords'][idx] + img = self.wsi.read_region(coord, self.patch_level, (self.patch_size, self.patch_size)).convert('RGB') + + if self.target_patch_size is not None: + img = img.resize(self.target_patch_size) + img = self.roi_transforms(img).unsqueeze(0) + return img, coord + class Dataset_All_Bags(Dataset): - def __init__(self, data_source, csv_path): - self.data_source = data_source + def __init__(self, csv_path): self.df = pd.read_csv(csv_path) def __len__(self): return len(self.df) def __getitem__(self, idx): - slide_id = self.df['slide_id'][idx] - return os.path.join(self.data_source, slide_id + '.h5') - + return self.df['slide_id'][idx] diff --git a/docs/CLAM1.jpg b/docs/CLAM1.jpg old mode 100644 new mode 100755 diff --git a/docs/CLAM1.tiff b/docs/CLAM1.tiff old mode 100644 new mode 100755 diff --git a/docs/CLAM2.jpg b/docs/CLAM2.jpg old mode 100644 new mode 100755 diff --git a/docs/INSTALLATION.md b/docs/INSTALLATION.md old mode 100644 new mode 100755 diff --git a/docs/README.md b/docs/README.md index 6a40cfe0..7f4793c1 100644 --- a/docs/README.md +++ b/docs/README.md @@ -2,9 +2,11 @@ CLAM =========== Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images. -[ArXiv](https://arxiv.org/abs/2004.09666) | [Interactive Demo](http://clam.mahmoodlab.org) +Nature Biomedical Engineering - In Press. -***TL;DR:** CLAM is a high-throughput and interpretable method for data efficient whole slide image (WSI) classification using slide-level labels without any ROI extraction or patch-level annotations, and is capable of handling multi-class subtyping problems. Tested on three different WSI datasets, trained models adapt to independent test cohorts of WSI resections and biopsies as well as cellphone microscopy data.* +[ArXiv](https://arxiv.org/abs/2004.09666) | [Interactive Demo](http://clam.mahmoodlab.org) | [Cite](#reference) + +***TL;DR:** CLAM is a high-throughput and interpretable method for data efficient whole slide image (WSI) classification using slide-level labels without any ROI extraction or patch-level annotations, and is capable of handling multi-class subtyping problems. Tested on three different WSI datasets, trained models adapt to independent test cohorts of WSI resections and biopsies as well as smartphone microscopy images (photomicrographs).* [](http://clam.mahmoodlab.org) ## CLAM: A Deep-Learning-based Pipeline for Data Efficient and Weakly Supervised Whole-Slide-level Analysis @@ -14,10 +16,15 @@ Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Imag © [Mahmood Lab](http://www.mahmoodlab.org) - This code is made available under the GPLv3 License and is available for non-commercial academic purposes. +## Updates: +03/01/2021: New, fast patching/feature extraction pipeline is now available. **TL;DR:** since CLAM only requires image features for training, it is not necessary to save the actual image patches, the new pipeline rids of this overhead and instead only saves the coordinates of image patches during "patching" and loads these regions on the fly from WSIs during feature extraction. This is significantly faster than the old pipeline and usually only takes 1-2s for "patching" and a couple minutes to featurize a WSI. To use the new pipeline, make sure you are calling **create_patches_fp.py** and **extract_features_fp.py** instead of the old **create_patches.py** and **extract_features.py** scripts. + +Note that the README has been updated to use the new, faster pipeline by default. If you still wish to use the old pipeline, refer to: [Guide for Old Pipeline](README_OLD.md). It saves tissue patches, which is signficantly slower and takes up a lot of storage space but can still be useful if you need to work with original image patches instead of feature embeddings. + ## Pre-requisites: * Linux (Tested on Ubuntu 18.04) * NVIDIA GPU (Tested on Nvidia GeForce RTX 2080 Ti x 12 on local workstations, and Nvidia P100, K80 GPUs on Google Cloud) -* Python (3.7.5), h5py (2.10.0), matplotlib (3.1.1), numpy (1.17.3), opencv-python (4.1.1.26), openslide-python (1.1.1), openslide (3.4.1), pandas (0.25.3), pillow (6.2.1), PyTorch (1.3.1), scikit-learn (0.22.1), scipy (1.3.1), tensorflow (1.14.0) , tensorboardx (1.9), torchvision (0.4.2), smooth-topk. +* Python (3.7.5), h5py (2.10.0), matplotlib (3.1.1), numpy (1.17.3), opencv-python (4.1.1.26), openslide-python (1.1.1), openslides (3.4.1), pandas (0.25.3), pillow (6.2.1), PyTorch (1.3.1), scikit-learn (0.22.1), scipy (1.3.1), tensorflow (1.14.0), tensorboardx (1.9), torchvision (0.4.2), smooth-topk. Please refer to our [Installation guide](INSTALLATION.md) for detailed instructions on how to get started. @@ -36,7 +43,7 @@ DATA_DIRECTORY/ ### Basic, Fully Automated Run ``` shell -python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --patch --stitch +python create_patches_fp.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --patch --stitch ``` The above command will segment every slide in DATA_DIRECTORY using default parameters, extract all patches within the segemnted tissue regions, create a stitched reconstruction for each slide using its extracted patches (optional) and generate the following folder structure at the specified RESULTS_DIRECTORY: @@ -59,7 +66,7 @@ RESULTS_DIRECTORY/ ``` The **masks** folder contains the segmentation results (one image per slide). -The **patches** folder contains arrays of extracted tissue patches from each slide along with their coordinates (one .h5 file per slide) +The **patches** folder contains arrays of extracted tissue patches from each slide (one .h5 file per slide, where each entry corresponds to the coordinates of the top-left corner of a patch) The **stitches** folder contains downsampled visualizations of stitched tissue patches (one image per slide) (Optional, not used for downstream tasks) The auto-generated csv file **process_list_autogen.csv** contains a list of all slides processed, along with their segmentation/patching parameters used. @@ -75,10 +82,10 @@ Some parameter templates are also availble and can be readily deployed as good c Simply pass the name of the template file to the --preset argument, for example, to use the biopsy template: ``` shell -python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --preset bwh_biopsy.csv --seg --patch --stitch +python create_patches_fp.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --preset bwh_biopsy.csv --seg --patch --stitch ``` ### Custom Default Segmentation Parameters -For advanced usage, in addition to using the default, single set of parameters defined in the script **create_patches.py**, the user can define custom templates of parameters depending on the dataset. These templates are expected to be stored under **presets**, and contain values for each of the parameters used during segmentation and patching. +For advanced usage, in addition to using the default, single set of parameters defined in the script **create_patches_fp.py**, the user can define custom templates of parameters depending on the dataset. These templates are expected to be stored under **presets**, and contain values for each of the parameters used during segmentation and patching. The list of segmentation parameters is as follows: * seg_level: downsample level on which to segment the WSI (default: -1, which uses the downsample in the WSI closest to 64x downsample) @@ -97,8 +104,6 @@ The list of segmentation visualization parameters is as follows: * line_thickness: line thickness to draw visualize the segmentation results (positive integer, in terms of number of pixels occupied by drawn line at level 0, default: 250) The list of patching parameters is as follows: -* white_thresh: saturation threshold under which a patch is to be considered as blank and excluded (positive integer, default: 5) -* black_thresh: mean rgb threshold under which a patch is to be considered as black and excluded (positive integer, default: 50) * use_padding: whether to pad the border of the slide (default: True) * contour_fn: contour checking function to decide whether a patch should be considered foreground or background (choices between 'four_pt' - checks if all four points in a small, grid around the center of the patch are inside the contour, 'center' - checks if the center of the patch is inside the contour, 'basic' - checks if the top-left corner of the patch is inside the contour, default: 'four_pt') @@ -107,41 +112,41 @@ The list of patching parameters is as follows: To ensure that high quality segmentation and extraction of relevant tissue patches, user has the option of first performing segmentation (typically around 1s per slide), inspecting the segmentation results and tweaking the parameters for select slides if necessary and then extracting patches using the tweaked parameters. i.e., first run: ``` shell -python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg +python create_patches_fp.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg ``` The above command will segment every slide in DATA_DIRECTORY using default parameters and generate the csv file, but will NOT patch just yet (**patches** and **stitches** folders will be empty) The csv file can be tweaked for specific slides, and be passed to the script via the --process_list CSV_FILE_NAME such that the script will use the user-updated specifications. Before tweaking the segmentation parameters, the user should make a copy of the csv file and give it a new name (e.g. process_list_edited.csv) because otherwise this file with the default name is overwritten the next time the command is run. Then the user has the option to tweak the parameters for specific slides by changing their corresponding fields in the csv file. The **process** column stores a binary variable (0 or 1) for whether the script should process a specific slide. This allows the user to toggle on just the select few slides to quickly confirm whether the tweaked parameters produce satisfactory results. For example, to re-segment just slide_1.svs again using user-updated parameters, make the appropriate changes to its fields, update its **process** cell to 1, save the csv file, and pass its name to the same command as above: ``` shell -python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list process_list_edited.csv +python create_patches_fp.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list process_list_edited.csv ``` When satisfied with the segmentation results, the user should make the **process** cell for all slides that need to be processed to 1, save the csv file, and run patching with the saved csv file (just like in the fully-automated run use case, with the additional csv file argument): ``` shell -python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list CSV_FILE_NAME --patch --stitch +python create_patches_fp.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list CSV_FILE_NAME --patch --stitch ``` ## Weakly-Supervised Learning using Slide-Level Labels with CLAM ### Feature Extraction (GPU Example) -A low-dimensional feature representation for each patch may be extracted using a pretrained feature encoder on imagenet or feature encoders trained using self-supervision. Currently feature extraction using a pretrained, modified ResNet50 is implemented.. - -```shell -CUDA_VISIBLE_DEVICES=0,1 python extract_features.py --data_dir DIR_TO_PATCHES --csv_path CSV_FILE_NAME --feat_dir FEATURES_DIRECTORY --batch_size 512 +```bash +CUDA_VISIBLE_DEVICES=0,1 python extract_features_fp.py --data_h5_dir DIR_TO_COORDS --data_slide_dir DATA_DIRECTORY --csv_path CSV_FILE_NAME --feat_dir FEATURES_DIRECTORY --batch_size 512 --slide_ext .svs ``` -The above command expects the patched .h5 files to be stored under DIR_TO_PATCHES and will use 2 GPUs (0 and 1) and a batch size of 512 to extract 1024-dim features from each tissue patch for each slide and produce the following folder structure: +The above command expects the coordinates .h5 files to be stored under DIR_TO_COORDS and will use 2 GPUs (0 and 1) and a batch size of 512 to extract 1024-dim features from each tissue patch for each slide and produce the following folder structure: ```bash FEATURES_DIRECTORY/ - ├── slide_1.h5 - ├── slide_2.h5 - ├── ... - ├── slide_1.pt - ├── slide_2.pt - └── ... + ├── h5_files + ├── slide_1.h5 + ├── slide_2.h5 + └── ... + └── pt_files + ├── slide_1.pt + ├── slide_2.pt + └── ... ``` where each .h5 file contains an array of extracted features along with their patch coordinates (note for faster training, a .pt file for each slide is also created for each slide, containing just the patch features). The csv file is expected to contain a list of slide filenames (without the filename extensions) to process (the easiest option is to take the csv file auto generated by the previous segmentation/patching step, and delete the filename extensions) @@ -150,30 +155,45 @@ The data used for training and testing are expected to be organized as follows: ```bash DATA_ROOT_DIR/ ├──DATASET_1_DATA_DIR/ - ├── slide_1.pt - ├── slide_2.pt - └── ... + ├── h5_files + ├── slide_1.h5 + ├── slide_2.h5 + └── ... + └── pt_files + ├── slide_1.pt + ├── slide_2.pt + └── ... ├──DATASET_2_DATA_DIR/ - ├── slide_a.pt - ├── slide_b.pt - └── ... + ├── h5_files + ├── slide_a.h5 + ├── slide_b.h5 + └── ... + └── pt_files + ├── slide_a.pt + ├── slide_b.pt + └── ... └──DATASET_2_DATA_DIR/ - ├── slide_i.pt - ├── slide_ii.pt - └── ... + ├── h5_files + ├── slide_i.h5 + ├── slide_ii.h5 + └── ... + └── pt_files + ├── slide_i.pt + ├── slide_ii.pt + └── ... └── ... ``` -Namely, each dataset is expected to be a subfolder (e.g. DATASET_1_DATA_DIR) under DATA_ROOT_DIR, and the features extracted for each slide in the dataset is stored as a .pt file sitting under this subfolder. -Datasets are also expected to be prepared in a csv format containing at least 3 columns: **case_id**, **slide_id**, and 1 or more labels columns for the slide-level labels. Each **case_id** is a unique identifier for a patient, while the **slide_id** is a unique identifier for a slide that correspond to the name of an extracted feature .pt file. This is necessary because often one patient has multiple slides, which might also have different labels. When train/val/test splits are created, we also make sure that slides from the same patient do not go to different splits. The slide ids should be consistent with what was used during the feature extraction step. We provide 2 examples of such dataset csv files in the **dataset_csv** folder: one for Camelyon and one for TCGA-Kidney. +Namely, each dataset is expected to be a subfolder (e.g. DATASET_1_DATA_DIR) under DATA_ROOT_DIR, and the features extracted for each slide in the dataset is stored as a .pt file sitting under the **pt_files** folder of this subfolder. +Datasets are also expected to be prepared in a csv format containing at least 3 columns: **case_id**, **slide_id**, and 1 or more labels columns for the slide-level labels. Each **case_id** is a unique identifier for a patient, while the **slide_id** is a unique identifier for a slide that correspond to the name of an extracted feature .pt file. This is necessary because often one patient has multiple slides, which might also have different labels. When train/val/test splits are created, we also make sure that slides from the same patient do not go to different splits. The slide ids should be consistent with what was used during the feature extraction step. We provide 2 dummy examples of such dataset csv files in the **dataset_csv** folder: one for binary tumor vs. normal classification (task 1) and one for multi-class tumor_subtyping (task 2). Dataset objects used for actual training/validation/testing can be constructed using the **Generic_MIL_Dataset** Class (defined in **datasets/dataset_generic.py**). Examples of such dataset objects passed to the models can be found in both **main.py** and **eval.py**. For training, look under main.py: ```python -if args.task == 'camelyon_40x_cv': +if args.task == 'task_1_tumor_vs_normal': args.n_classes=2 - dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/camelyon_clean.csv', - data_dir= os.path.join(args.data_root_dir, 'camelyon_feat_resnet'), + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_vs_normal_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_vs_normal_feat_resnet'), shuffle = False, seed = args.seed, print_info = True, @@ -191,27 +211,27 @@ The user would need to pass: Finally, the user should add this specific 'task' specified by this dataset object in the --task arguments as shown below: ```python -parser.add_argument('--task', type=str, choices=['camelyon_40x_cv', 'tcga_kidney_cv']) +parser.add_argument('--task', type=str, choices=['task_1_tumor_vs_normal', 'task_2_tumor_subtyping']) ``` ### Training Splits -For evaluating the algorithm's performance, multiple folds (e.g. 10-fold) of train/val/test splits can be used. Example 10-fold 80/10/10 splits for camelyon and tcga-kidney, using 50% of training data can be found under the **splits** folder. These splits can be automatically generated using the create_splits_seq.py script with minimal modification just like with **main.py**. For example, camelyon splits with 75% of training data can be created by calling: +For evaluating the algorithm's performance, multiple folds (e.g. 10-fold) of train/val/test splits can be used. Example 10-fold 80/10/10 splits for the two dummy datasets, using 50% of training data can be found under the **splits** folder. These splits can be automatically generated using the create_splits_seq.py script with minimal modification just like with **main.py**. For example, tumor_vs_normal splits with 75% of training data can be created by calling: ``` shell -python create_splits_seq.py --task camelyon_40x_cv --seed 1 --label_frac 0.75 --k 10 +python create_splits_seq.py --task task_1_tumor_vs_normal --seed 1 --label_frac 0.75 --k 10 ``` The script uses the **Generic_WSI_Classification_Dataset** Class for which the constructor expects the same arguments as **Generic_MIL_Dataset** (without the data_dir argument). For details, please refer to the dataset definition in **datasets/dataset_generic.py** +### GPU Training Example for Binary Positive vs. Negative Classification (e.g. Lymph Node Status) +``` shell +CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code task_1_tumor_vs_normal_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task task_1_tumor_vs_normal --model_type clam_sb --log_data --data_root_dir DATA_ROOT_DIR +``` -### GPU Training Example for Subtyping Problems (3-class RCC Subtyping) +### GPU Training Example for Subtyping Problems (e.g. 3-class RCC Subtyping) ``` shell -CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code tcga_kidney_cv_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task tcga_kidney_cv --model_type clam_sb --log_data --subtyping --data_root_dir DATA_ROOT_DIR +CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code task_2_tumor_subtyping_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task task_2_tumor_subtyping --model_type clam_sb --log_data --subtyping --data_root_dir DATA_ROOT_DIR ``` -### GPU Training Example for Binary Positive vs. Negative Classification (Lymph Node Status) -``` shell -CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code camelyon_40x_cv_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task camelyon_40x_cv --model_type clam_sb --log_data --data_root_dir DATA_ROOT_DIR -``` Note: We have included the option to use a single-attention-branch CLAM model, which performs favoribly in most experiments and can be set via --model_type clam_sb (single branch) or clam_mb (multi branch). clam_sb is the default choice. Additionally, the user can adjust the number of patches used for clustering via --B. By default results will be saved to **results/exp_code** corresponding to the exp_code input argument from the user. If tensorboard logging is enabled (with the arugment toggle --log_data), the user can go into the results folder for the particular experiment, run: @@ -227,13 +247,14 @@ python main.py -h ### Testing and Evaluation Script User also has the option of using the evluation script to test the performances of trained models. Examples corresponding to the models trained above are provided below: ``` shell -CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code camelyon_40x_cv_CLAM_50_s1 --save_exp_code camelyon_40x_cv_CLAM_50_s1_cv --task camelyon_40x_cv --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR +CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code task_1_tumor_vs_normal_CLAM_50_s1 --save_exp_code task_1_tumor_vs_normal_CLAM_50_s1_cv --task task_1_tumor_vs_normal --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR ``` ``` shell -CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code tcga_kidney_cv_CLAM_50_s1 --save_exp_code tcga_kidney_cv_CLAM_50_s1_cv --task tcga_kidney_cv --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR +CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code task_2_tumor_subtyping_CLAM_50_s1 --save_exp_code task_2_tumor_subtyping_CLAM_50_s1_cv --task task_2_tumor_subtyping --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR ``` + Once again, for information on each commandline argument, see: ``` shell python eval.py -h @@ -242,7 +263,7 @@ python eval.py -h By adding your own custom datasets into **eval.py** the same way as you do for **main.py**, you can also easily test trained models on independent test sets. ### Trained Model Checkpoints -For reproducability, all trained models and their corresponding train/val/test splits used can be accessed [here](https://drive.google.com/drive/folders/1NZ82z0U_cexP6zkx1mRk-QeJyKWk4Q7z?usp=sharing). +For reproducability, all trained models used can be accessed [here](https://drive.google.com/drive/folders/1NZ82z0U_cexP6zkx1mRk-QeJyKWk4Q7z?usp=sharing). The 3 main folders (**tcga_kidney_cv**, **tcga_cptac_lung_cv** and **camelyon_40x_cv**) correspond to models for RCC subtyping trained on the TCGA, for NSCLC subtyping trained on TCGA and CPTAC and for Lymph Node Metastasis (Breast) detection trained on Camelyon16+17 respectively. In each main folder, each subfolder corresponds to one set of 10-fold cross-validation experiments. For example, the subfolder tcga_kidney_cv_CLAM_50_s1 contains the 10 checkpoints corresponding to the 10 cross-validation folds for TCGA RCC subtyping, trained using CLAM with multi-attention branches using 50% of cases in the full training set. For reproducability, these models can be evaluated on data prepared by following the same pipeline described in the sections above by calling **eval.py** with the appropriate arguments that specify the model options (--dropout should be enabled and either --model_type clam_mb or --model_type mil should be set, for evaluation only, --subtyping flag does not make a difference) as well as where the model checkpoints (--results_dir and --models_exp_code) and data (--data_root_dir and --task) are stored. @@ -251,7 +272,7 @@ For reproducability, these models can be evaluated on data prepared by following Please refer to our pre-print and [interactive demo](http://clam.mahmoodlab.org) for detailed results on three different problems and adaptability across data sources, imaging devices and tissue content. - + Visulize additional examples here: http://clam.mahmoodlab.org @@ -267,7 +288,7 @@ If you find our work useful in your research or if you use parts of this code pl @inproceedings{lu2020clam, title = {Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images}, author = {Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Richard J. Chen, Matteo Barbieri, Faisal Mahmood}, - booktitle = {arXiv:2004.09666}, + booktitle = {Nature Biomedical Engineering - In Press}, year = {2020} } ``` diff --git a/docs/README_old.md b/docs/README_old.md new file mode 100755 index 00000000..878648c2 --- /dev/null +++ b/docs/README_old.md @@ -0,0 +1,294 @@ +CLAM +=========== +Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images. + +Nature Biomedical Engineering - In Press. + +[ArXiv](https://arxiv.org/abs/2004.09666) | [Interactive Demo](http://clam.mahmoodlab.org) | [Cite](#reference) + +***TL;DR:** CLAM is a high-throughput and interpretable method for data efficient whole slide image (WSI) classification using slide-level labels without any ROI extraction or patch-level annotations, and is capable of handling multi-class subtyping problems. Tested on three different WSI datasets, trained models adapt to independent test cohorts of WSI resections and biopsies as well as smartphone microscopy images (photomicrographs).* + +[](http://clam.mahmoodlab.org) +## CLAM: A Deep-Learning-based Pipeline for Data Efficient and Weakly Supervised Whole-Slide-level Analysis +[Pre-requisites](#pre-requisites) • [Installation](INSTALLATION.md) • [Segmentation and Patching](#wsi-segmentation-and-patching) • [Feature Extraction](#weakly-supervised-learning-using-slide-level-labels-with-clam) • [Weakly Supervised Training](#Training-Splits) • [Testing](#Testing-and-Evaluation-Script) • [Trained Models](#Trained-Model-Checkpoints) • [Examples](#examples) • [Pre-print](https://arxiv.org/abs/2004.09666) • [Demo](http://clam.mahmoodlab.org) • [Cite](#reference) + +***How does CLAM work?** Clustering-constrained Attention Multiple Instance Learning (CLAM) is a deep-learning-based weakly-supervised method that uses attention-based learning to automatically identify sub-regions of high diagnostic value in order to accurately classify the whole slide, while also utilizing instance-level clustering over the representative regions identified to constrain and refine the feature space.* + +© [Mahmood Lab](http://www.mahmoodlab.org) - This code is made available under the GPLv3 License and is available for non-commercial academic purposes. + +## Pre-requisites: +* Linux (Tested on Ubuntu 18.04) +* NVIDIA GPU (Tested on Nvidia GeForce RTX 2080 Ti x 12 on local workstations, and Nvidia P100, K80 GPUs on Google Cloud) +* Python (3.7.5), h5py (2.10.0), matplotlib (3.1.1), numpy (1.17.3), opencv-python (4.1.1.26), openslide-python (1.1.1), openslide (3.4.1), pandas (0.25.3), pillow (6.2.1), PyTorch (1.3.1), scikit-learn (0.22.1), scipy (1.3.1), tensorflow (1.14.0) , tensorboardx (1.9), torchvision (0.4.2), smooth-topk. + +Please refer to our [Installation guide](INSTALLATION.md) for detailed instructions on how to get started. + +## WSI Segmentation and Patching + + +The first step focuses on segmenting the tissue and excluding any holes. The segmentation of specific slides can be adjusted by tuning the individual parameters (e.g. dilated vessels appearing as holes may be important for certain sarcomas.) +The following example assumes that digitized whole slide image data in well known standard formats (.svs, .ndpi, .tiff etc.) are stored under a folder named DATA_DIRECTORY + +```bash +DATA_DIRECTORY/ + ├── slide_1.svs + ├── slide_2.svs + └── ... +``` + +### Basic, Fully Automated Run +``` shell +python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --patch --stitch +``` + +The above command will segment every slide in DATA_DIRECTORY using default parameters, extract all patches within the segemnted tissue regions, create a stitched reconstruction for each slide using its extracted patches (optional) and generate the following folder structure at the specified RESULTS_DIRECTORY: + +```bash +RESULTS_DIRECTORY/ + ├── masks + ├── slide_1.png + ├── slide_2.png + └── ... + ├── patches + ├── slide_1.h5 + ├── slide_2.h5 + └── ... + ├── stitches + ├── slide_1.png + ├── slide_2.png + └── ... + └── process_list_autogen.csv +``` + +The **masks** folder contains the segmentation results (one image per slide). +The **patches** folder contains arrays of extracted tissue patches from each slide along with their coordinates (one .h5 file per slide) +The **stitches** folder contains downsampled visualizations of stitched tissue patches (one image per slide) (Optional, not used for downstream tasks) +The auto-generated csv file **process_list_autogen.csv** contains a list of all slides processed, along with their segmentation/patching parameters used. + +Additional flags that can be passed include: +* --custom_downsample: factor for custom downscale (not recommended, ideally should first check if native downsamples exist) +* --patch_level: which downsample pyramid level to extract patches from (default is 0, the highest available resolution) +* --no_auto_skip: by default, the script will skip over files for which patched .h5 files already exist in the desination folder, this toggle can be used to override this behavior + +Some parameter templates are also availble and can be readily deployed as good choices for default parameters: +* bwh_biopsy.csv: used for segmenting biopsy slides scanned at BWH (Scanned using Hamamatsu S210 and Aperio GT450) +* bwh_resection.csv: used for segmenting resection slides scanned at BWH +* tcga.csv: used for segmenting TCGA slides + +Simply pass the name of the template file to the --preset argument, for example, to use the biopsy template: +``` shell +python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --preset bwh_biopsy.csv --seg --patch --stitch +``` +### Custom Default Segmentation Parameters +For advanced usage, in addition to using the default, single set of parameters defined in the script **create_patches.py**, the user can define custom templates of parameters depending on the dataset. These templates are expected to be stored under **presets**, and contain values for each of the parameters used during segmentation and patching. + +The list of segmentation parameters is as follows: +* seg_level: downsample level on which to segment the WSI (default: -1, which uses the downsample in the WSI closest to 64x downsample) +* sthresh: segmentation threshold (positive integer, default: 8, using a higher threshold leads to less foreground and more background detection) +* mthresh: median filter size (positive, odd integer, default: 7) +* use_otsu: use otsu's method instead of simple binary thresholding (default: False) +* close: additional morphological closing to apply following initial thresholding (positive integer or -1, default: 4) + +The list of contour filtering parameters is as follows: +* a_t: area filter threshold for tissue (positive integer, the minimum size of detected foreground contours to consider, relative to a reference patch size of 512 x 512 at level 0, e.g. a value 10 means only detected foreground contours of size greater than 10 512 x 512 sized patches at level 0 will be processed, default: 100) +* a_h: area filter threshold for holes (positive integer, the minimum size of detected holes/cavities in foreground contours to avoid, once again relative to 512 x 512 sized patches at level 0, default: 16) +* max_n_holes: maximum of holes to consider per detected foreground contours (positive integer, default: 10, higher maximum leads to more accurate patching but increases computational cost) + +The list of segmentation visualization parameters is as follows: +* vis_level: downsample level to visualize the segmentation results (default: -1, which uses the downsample in the WSI closest to 64x downsample) +* line_thickness: line thickness to draw visualize the segmentation results (positive integer, in terms of number of pixels occupied by drawn line at level 0, default: 250) + +The list of patching parameters is as follows: +* white_thresh: saturation threshold under which a patch is to be considered as blank and excluded (positive integer, default: 5) +* black_thresh: mean rgb threshold under which a patch is to be considered as black and excluded (positive integer, default: 50) +* use_padding: whether to pad the border of the slide (default: True) +* contour_fn: contour checking function to decide whether a patch should be considered foreground or background (choices between 'four_pt' - checks if all four points in a small, grid around the center of the patch are inside the contour, 'center' - checks if the center of the patch is inside the contour, 'basic' - checks if the top-left corner of the patch is inside the contour, default: 'four_pt') + + +### Two-Step Run (Mannually Adjust Parameters For Specific Slides) +To ensure that high quality segmentation and extraction of relevant tissue patches, user has the option of first performing segmentation (typically around 1s per slide), inspecting the segmentation results and tweaking the parameters for select slides if necessary and then extracting patches using the tweaked parameters. i.e., first run: + +``` shell +python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg +``` +The above command will segment every slide in DATA_DIRECTORY using default parameters and generate the csv file, but will NOT patch just yet (**patches** and **stitches** folders will be empty) + +The csv file can be tweaked for specific slides, and be passed to the script via the --process_list CSV_FILE_NAME such that the script will use the user-updated specifications. Before tweaking the segmentation parameters, the user should make a copy of the csv file and give it a new name (e.g. process_list_edited.csv) because otherwise this file with the default name is overwritten the next time the command is run. Then the user has the option to tweak the parameters for specific slides by changing their corresponding fields in the csv file. The **process** column stores a binary variable (0 or 1) for whether the script should process a specific slide. This allows the user to toggle on just the select few slides to quickly confirm whether the tweaked parameters produce satisfactory results. For example, to re-segment just slide_1.svs again using user-updated parameters, make the appropriate changes to its fields, update its **process** cell to 1, save the csv file, and pass its name to the same command as above: + +``` shell +python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list process_list_edited.csv +``` + +When satisfied with the segmentation results, the user should make the **process** cell for all slides that need to be processed to 1, save the csv file, and run patching with the saved csv file (just like in the fully-automated run use case, with the additional csv file argument): + +``` shell +python create_patches.py --source DATA_DIRECTORY --save_dir RESULTS_DIRECTORY --patch_size 256 --seg --process_list CSV_FILE_NAME --patch --stitch +``` +## Weakly-Supervised Learning using Slide-Level Labels with CLAM + + + +### Feature Extraction (GPU Example) +A low-dimensional feature representation for each patch may be extracted using a pretrained feature encoder on imagenet or feature encoders trained using self-supervision. Currently feature extraction using a pretrained, modified ResNet50 is implemented.. + +```shell +CUDA_VISIBLE_DEVICES=0,1 python extract_features.py --data_dir DIR_TO_PATCHES --csv_path CSV_FILE_NAME --feat_dir FEATURES_DIRECTORY --batch_size 512 +``` + +The above command expects the patched .h5 files to be stored under DIR_TO_PATCHES and will use 2 GPUs (0 and 1) and a batch size of 512 to extract 1024-dim features from each tissue patch for each slide and produce the following folder structure: +```bash +FEATURES_DIRECTORY/ + ├── h5_files + ├── slide_1.h5 + ├── slide_2.h5 + └── ... + └── pt_files + ├── slide_1.pt + ├── slide_2.pt + └── ... +``` +where each .h5 file contains an array of extracted features along with their patch coordinates (note for faster training, a .pt file for each slide is also created for each slide, containing just the patch features). The csv file is expected to contain a list of slide filenames (without the filename extensions) to process (the easiest option is to take the csv file auto generated by the previous segmentation/patching step, and delete the filename extensions) + +### Datasets +The data used for training and testing are expected to be organized as follows: +```bash +DATA_ROOT_DIR/ + ├──DATASET_1_DATA_DIR/ + ├── h5_files + ├── slide_1.h5 + ├── slide_2.h5 + └── ... + └── pt_files + ├── slide_1.pt + ├── slide_2.pt + └── ... + ├──DATASET_2_DATA_DIR/ + ├── h5_files + ├── slide_a.h5 + ├── slide_b.h5 + └── ... + └── pt_files + ├── slide_a.pt + ├── slide_b.pt + └── ... + └──DATASET_2_DATA_DIR/ + ├── h5_files + ├── slide_i.h5 + ├── slide_ii.h5 + └── ... + └── pt_files + ├── slide_i.pt + ├── slide_ii.pt + └── ... + └── ... +``` +Namely, each dataset is expected to be a subfolder (e.g. DATASET_1_DATA_DIR) under DATA_ROOT_DIR, and the features extracted for each slide in the dataset is stored as a .pt file sitting under the **pt_files** folder of this subfolder. +Datasets are also expected to be prepared in a csv format containing at least 3 columns: **case_id**, **slide_id**, and 1 or more labels columns for the slide-level labels. Each **case_id** is a unique identifier for a patient, while the **slide_id** is a unique identifier for a slide that correspond to the name of an extracted feature .pt file. This is necessary because often one patient has multiple slides, which might also have different labels. When train/val/test splits are created, we also make sure that slides from the same patient do not go to different splits. The slide ids should be consistent with what was used during the feature extraction step. We provide 2 dummy examples of such dataset csv files in the **dataset_csv** folder: one for binary tumor vs. normal classification (task 1) and one for multi-class tumor_subtyping (task 2). + +Dataset objects used for actual training/validation/testing can be constructed using the **Generic_MIL_Dataset** Class (defined in **datasets/dataset_generic.py**). Examples of such dataset objects passed to the models can be found in both **main.py** and **eval.py**. + +For training, look under main.py: +```python +if args.task == 'task_1_tumor_vs_normal': + args.n_classes=2 + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_vs_normal_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_vs_normal_feat_resnet'), + shuffle = False, + seed = args.seed, + print_info = True, + label_dict = {'normal_tissue':0, 'tumor_tissue':1}, + label_col = 'label', + ignore=[]) +``` +The user would need to pass: +* csv_path: the path to the dataset csv file +* data_dir: the path to saved .pt features +* label_dict: a dictionary that maps labels in the label column to numerical values +* label_col: name of the label column (optional, by default it's 'label') +* ignore: labels to ignore (optional, by default it's an empty list) + +Finally, the user should add this specific 'task' specified by this dataset object in the --task arguments as shown below: + +```python +parser.add_argument('--task', type=str, choices=['task_1_tumor_vs_normal', 'task_2_tumor_subtyping']) +``` + +### Training Splits +For evaluating the algorithm's performance, multiple folds (e.g. 10-fold) of train/val/test splits can be used. Example 10-fold 80/10/10 splits for the two dummy datasets, using 50% of training data can be found under the **splits** folder. These splits can be automatically generated using the create_splits_seq.py script with minimal modification just like with **main.py**. For example, tumor_vs_normal splits with 75% of training data can be created by calling: + +``` shell +python create_splits_seq.py --task task_1_tumor_vs_normal --seed 1 --label_frac 0.75 --k 10 +``` +The script uses the **Generic_WSI_Classification_Dataset** Class for which the constructor expects the same arguments as +**Generic_MIL_Dataset** (without the data_dir argument). For details, please refer to the dataset definition in **datasets/dataset_generic.py** + +### GPU Training Example for Binary Positive vs. Negative Classification (e.g. Lymph Node Status) +``` shell +CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code task_1_tumor_vs_normal_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task task_1_tumor_vs_normal --model_type clam_sb --log_data --data_root_dir DATA_ROOT_DIR +``` + +### GPU Training Example for Subtyping Problems (e.g. 3-class RCC Subtyping) +``` shell +CUDA_VISIBLE_DEVICES=0 python main.py --drop_out --early_stopping --lr 2e-4 --k 10 --label_frac 0.5 --exp_code task_2_tumor_subtyping_CLAM_50 --weighted_sample --bag_loss ce --inst_loss svm --task task_2_tumor_subtyping --model_type clam_sb --log_data --subtyping --data_root_dir DATA_ROOT_DIR +``` + +Note: We have included the option to use a single-attention-branch CLAM model, which performs favoribly in most experiments and can be set via --model_type clam_sb (single branch) or clam_mb (multi branch). clam_sb is the default choice. Additionally, the user can adjust the number of patches used for clustering via --B. + +By default results will be saved to **results/exp_code** corresponding to the exp_code input argument from the user. If tensorboard logging is enabled (with the arugment toggle --log_data), the user can go into the results folder for the particular experiment, run: +``` shell +tensorboard --logdir=. +``` +This should open a browser window and show the logged training/validation statistics in real time. +For information on each argument, see: +``` shell +python main.py -h +``` + +### Testing and Evaluation Script +User also has the option of using the evluation script to test the performances of trained models. Examples corresponding to the models trained above are provided below: +``` shell +CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code task_1_tumor_vs_normal_CLAM_50_s1 --save_exp_code task_1_tumor_vs_normal_CLAM_50_s1_cv --task task_1_tumor_vs_normal --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR +``` + +``` shell +CUDA_VISIBLE_DEVICES=0 python eval.py --drop_out --k 10 --models_exp_code task_2_tumor_subtyping_CLAM_50_s1 --save_exp_code task_2_tumor_subtyping_CLAM_50_s1_cv --task task_2_tumor_subtyping --model_type clam_sb --results_dir results --data_root_dir DATA_ROOT_DIR +``` + + +Once again, for information on each commandline argument, see: +``` shell +python eval.py -h +``` + +By adding your own custom datasets into **eval.py** the same way as you do for **main.py**, you can also easily test trained models on independent test sets. + +### Trained Model Checkpoints +For reproducability, all trained models used can be accessed [here](https://drive.google.com/drive/folders/1NZ82z0U_cexP6zkx1mRk-QeJyKWk4Q7z?usp=sharing). +The 3 main folders (**tcga_kidney_cv**, **tcga_cptac_lung_cv** and **camelyon_40x_cv**) correspond to models for RCC subtyping trained on the TCGA, for NSCLC subtyping trained on TCGA and CPTAC and for Lymph Node Metastasis (Breast) detection trained on Camelyon16+17 respectively. In each main folder, each subfolder corresponds to one set of 10-fold cross-validation experiments. For example, the subfolder tcga_kidney_cv_CLAM_50_s1 contains the 10 checkpoints corresponding to the 10 cross-validation folds for TCGA RCC subtyping, trained using CLAM with multi-attention branches using 50% of cases in the full training set. + +For reproducability, these models can be evaluated on data prepared by following the same pipeline described in the sections above by calling **eval.py** with the appropriate arguments that specify the model options (--dropout should be enabled and either --model_type clam_mb or --model_type mil should be set, for evaluation only, --subtyping flag does not make a difference) as well as where the model checkpoints (--results_dir and --models_exp_code) and data (--data_root_dir and --task) are stored. + +### Examples + +Please refer to our pre-print and [interactive demo](http://clam.mahmoodlab.org) for detailed results on three different problems and adaptability across data sources, imaging devices and tissue content. + + + +Visulize additional examples here: http://clam.mahmoodlab.org + +## Issues +- Please report all issues on the public forum. + +## License +© [Mahmood Lab](http://www.mahmoodlab.org) - This code is made available under the GPLv3 License and is available for non-commercial academic purposes. + +## Reference +If you find our work useful in your research or if you use parts of this code please consider citing our [paper](https://arxiv.org/abs/2004.09666): +``` +@inproceedings{lu2020clam, + title = {Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images}, + author = {Ming Y. Lu, Drew F. K. Williamson, Tiffany Y. Chen, Richard J. Chen, Matteo Barbieri, Faisal Mahmood}, + booktitle = {Nature Biomedical Engineering - In Press}, + year = {2020} +} +``` diff --git a/docs/ani.gif b/docs/ani.gif old mode 100644 new mode 100755 diff --git a/docs/clam-logo.png b/docs/clam-logo.png old mode 100644 new mode 100755 diff --git a/docs/clam.yaml b/docs/clam.yaml old mode 100644 new mode 100755 diff --git a/docs/fig-gh3.jpg b/docs/fig-gh3.jpg old mode 100644 new mode 100755 diff --git a/docs/fig-git-hm.jpg b/docs/fig-git-hm.jpg old mode 100644 new mode 100755 diff --git a/eval.py b/eval.py old mode 100644 new mode 100755 index 50786002..c9014190 --- a/eval.py +++ b/eval.py @@ -41,13 +41,11 @@ parser.add_argument('--micro_average', action='store_true', default=False, help='use micro_average instead of macro_avearge for multiclass AUC') parser.add_argument('--split', type=str, choices=['train', 'val', 'test', 'all'], default='test') -parser.add_argument('--task', type=str, choices=['camelyon_40x_cv', 'tcga_kidney_cv']) +parser.add_argument('--task', type=str, choices=['task_1_tumor_vs_normal', 'task_2_tumor_subtyping']) args = parser.parse_args() device=torch.device("cuda" if torch.cuda.is_available() else "cpu") -encoding_size = 1024 - args.save_dir = os.path.join('./eval_results', 'EVAL_' + str(args.save_exp_code)) args.models_dir = os.path.join(args.results_dir, str(args.models_exp_code)) @@ -72,25 +70,35 @@ f.close() print(settings) -if args.task == 'camelyon_40x_cv': +if args.task == 'task_1_tumor_vs_normal': args.n_classes=2 - dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/camelyon_clean.csv', - data_dir= os.path.join(args.data_root_dir, 'camelyon_40x_resnet_features'), + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_vs_normal_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_vs_normal_resnet_features'), shuffle = False, print_info = True, label_dict = {'normal_tissue':0, 'tumor_tissue':1}, patient_strat=False, ignore=[]) -elif args.task == 'tcga_kidney_cv': +elif args.task == 'task_2_tumor_subtyping': args.n_classes=3 - dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', - data_dir= os.path.join(args.data_root_dir, 'tcga_kidney_resnet_features'), + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_subtyping_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_subtyping_resnet_features'), shuffle = False, print_info = True, - label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, + label_dict = {'subtype_1':0, 'subtype_2':1, 'subtype_3':2}, patient_strat= False, - ignore=['TCGA-SARC']) + ignore=[]) + +# elif args.task == 'tcga_kidney_cv': +# args.n_classes=3 +# dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', +# data_dir= os.path.join(args.data_root_dir, 'tcga_kidney_20x_features'), +# shuffle = False, +# print_info = True, +# label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, +# patient_strat= False, +# ignore=['TCGA-SARC']) else: raise NotImplementedError diff --git a/extract_features.py b/extract_features.py old mode 100644 new mode 100755 index b5b59c08..c3cbf30f --- a/extract_features.py +++ b/extract_features.py @@ -80,6 +80,7 @@ def compute_w_loader(file_path, output_path, model, batch_size = 8, verbose = 0, parser.add_argument('--csv_path', type=str) parser.add_argument('--feat_dir', type=str) parser.add_argument('--batch_size', type=int, default=256) +parser.add_argument('--slide_ext', type=str, default= '.svs') parser.add_argument('--no_auto_skip', default=False, action='store_true') parser.add_argument('--target_patch_size', type=int, default=-1, help='the desired size of patches for optional scaling before feature embedding') @@ -90,7 +91,7 @@ def compute_w_loader(file_path, output_path, model, batch_size = 8, verbose = 0, print('initializing dataset') csv_path = args.csv_path - bags_dataset = Dataset_All_Bags(args.data_dir, csv_path) + bags_dataset = Dataset_All_Bags(csv_path) os.makedirs(args.feat_dir, exist_ok=True) dest_files = os.listdir(args.feat_dir) @@ -107,33 +108,30 @@ def compute_w_loader(file_path, output_path, model, batch_size = 8, verbose = 0, total = len(bags_dataset) for bag_candidate_idx in range(total): - bag_candidate = bags_dataset[bag_candidate_idx] - bag_name = os.path.basename(os.path.normpath(bag_candidate)) - - if '.h5' in bag_candidate: - - print('\nprogress: {}/{}'.format(bag_candidate_idx, total)) - print(bag_name) - if not args.no_auto_skip and bag_name in dest_files: - print('skipped {}'.format(bag_name)) - continue - - output_path = os.path.join(args.feat_dir, bag_name) - file_path = bag_candidate - time_start = time.time() - output_file_path = compute_w_loader(file_path, output_path, - model = model, batch_size = args.batch_size, - verbose = 1, print_every = 20, - target_patch_size=args.target_patch_size) - time_elapsed = time.time() - time_start - print('\ncomputing features for {} took {} s'.format(output_file_path, time_elapsed)) - file = h5py.File(output_file_path, "r") - - features = file['features'][:] - print('features size: ', features.shape) - print('coordinates size: ', file['coords'].shape) - features = torch.from_numpy(features) - bag_base, _ = os.path.splitext(bag_name) - torch.save(features, os.path.join(args.feat_dir, bag_base+'.pt')) - - + slide_id = bags_dataset[bag_candidate_idx].split(args.slide_ext)[0] + bag_name = slide_id + '.h5' + bag_candidate = os.path.join(args.data_dir, 'patches', bag_name) + + print('\nprogress: {}/{}'.format(bag_candidate_idx, total)) + print(bag_name) + if not args.no_auto_skip and slide_id+'.pt' in dest_files: + print('skipped {}'.format(slide_id)) + continue + + output_path = os.path.join(args.feat_dir, 'h5_files', bag_name) + file_path = bag_candidate + time_start = time.time() + output_file_path = compute_w_loader(file_path, output_path, + model = model, batch_size = args.batch_size, + verbose = 1, print_every = 20, + target_patch_size=args.target_patch_size) + time_elapsed = time.time() - time_start + print('\ncomputing features for {} took {} s'.format(output_file_path, time_elapsed)) + file = h5py.File(output_file_path, "r") + + features = file['features'][:] + print('features size: ', features.shape) + print('coordinates size: ', file['coords'].shape) + features = torch.from_numpy(features) + bag_base, _ = os.path.splitext(bag_name) + torch.save(features, os.path.join(args.feat_dir, 'pt_files', bag_base+'.pt')) diff --git a/extract_features_fp.py b/extract_features_fp.py new file mode 100644 index 00000000..2754f48d --- /dev/null +++ b/extract_features_fp.py @@ -0,0 +1,149 @@ +import torch +import torch.nn as nn +from math import floor +import os +import random +import numpy as np +import pdb +import time +from datasets.dataset_h5 import Dataset_All_Bags, Whole_Slide_Bag_FP +from torch.utils.data import DataLoader +from models.resnet_custom import resnet50_baseline +import argparse +from utils.utils import print_network, collate_features +from PIL import Image +import h5py +import openslide +device = torch.device('cuda') if torch.cuda.is_available() else torch.device('cpu') + +def save_hdf5(output_path, asset_dict, mode='a'): + file = h5py.File(output_path, mode) + + for key, val in asset_dict.items(): + data_shape = val.shape + if key not in file: + data_type = val.dtype + chunk_shape = (1, ) + data_shape[1:] + maxshape = (None, ) + data_shape[1:] + dset = file.create_dataset(key, shape=data_shape, maxshape=maxshape, chunks=chunk_shape, dtype=data_type) + dset[:] = val + else: + dset = file[key] + dset.resize(len(dset) + data_shape[0], axis=0) + dset[-data_shape[0]:] = val + + file.close() + return output_path + + +def compute_w_loader(file_path, output_path, wsi, model, + batch_size = 8, verbose = 0, print_every=20, pretrained=True, + custom_downsample=1, target_patch_size=-1): + """ + args: + file_path: directory of bag (.h5 file) + output_path: directory to save computed features (.h5 file) + model: pytorch model + batch_size: batch_size for computing features in batches + verbose: level of feedback + pretrained: use weights pretrained on imagenet + custom_downsample: custom defined downscale factor of image patches + target_patch_size: custom defined, rescaled image size before embedding + """ + dataset = Whole_Slide_Bag_FP(file_path=file_path, wsi=wsi, pretrained=pretrained, + custom_downsample=custom_downsample, target_patch_size=target_patch_size) + x, y = dataset[0] + kwargs = {'num_workers': 4, 'pin_memory': True} if device.type == "cuda" else {} + loader = DataLoader(dataset=dataset, batch_size=batch_size, **kwargs, collate_fn=collate_features) + + if verbose > 0: + print('processing {}: total of {} batches'.format(file_path,len(loader))) + + mode = 'w' + for count, (batch, coords) in enumerate(loader): + with torch.no_grad(): + if count % print_every == 0: + print('batch {}/{}, {} files processed'.format(count, len(loader), count * batch_size)) + batch = batch.to(device, non_blocking=True) + mini_bs = coords.shape[0] + + features = model(batch) + + features = features.cpu().numpy() + + asset_dict = {'features': features, 'coords': coords} + save_hdf5(output_path, asset_dict, mode=mode) + mode = 'a' + + return output_path + + +parser = argparse.ArgumentParser(description='Feature Extraction') +parser.add_argument('--data_h5_dir', type=str, default=None) +parser.add_argument('--data_slide_dir', type=str, default=None) +parser.add_argument('--slide_ext', type=str, default= '.svs') +parser.add_argument('--csv_path', type=str, default=None) +parser.add_argument('--feat_dir', type=str, default=None) +parser.add_argument('--batch_size', type=int, default=256) +parser.add_argument('--no_auto_skip', default=False, action='store_true') +parser.add_argument('--custom_downsample', type=int, default=1) +parser.add_argument('--target_patch_size', type=int, default=-1) +args = parser.parse_args() + + +if __name__ == '__main__': + + print('initializing dataset') + csv_path = args.csv_path + if csv_path is None: + raise NotImplementedError + + bags_dataset = Dataset_All_Bags(csv_path) + + os.makedirs(args.feat_dir, exist_ok=True) + os.makedirs(os.path.join(args.feat_dir, 'pt_files'), exist_ok=True) + os.makedirs(os.path.join(args.feat_dir, 'h5_files'), exist_ok=True) + dest_files = os.listdir(os.path.join(args.feat_dir, 'pt_files')) + + print('loading model checkpoint') + model = resnet50_baseline(pretrained=True) + model = model.to(device) + + # print_network(model) + if torch.cuda.device_count() > 1: + model = nn.DataParallel(model) + + model.eval() + total = len(bags_dataset) + + for bag_candidate_idx in range(total): + slide_id = bags_dataset[bag_candidate_idx].split(args.slide_ext)[0] + bag_name = slide_id+'.h5' + h5_file_path = os.path.join(args.data_h5_dir, 'patches', bag_name) + slide_file_path = os.path.join(args.data_slide_dir, slide_id+args.slide_ext) + print('\nprogress: {}/{}'.format(bag_candidate_idx, total)) + print(slide_id) + + if not args.no_auto_skip and slide_id+'.pt' in dest_files: + print('skipped {}'.format(slide_id)) + continue + + output_path = os.path.join(args.feat_dir, 'h5_files', bag_name) + time_start = time.time() + wsi = openslide.open_slide(slide_file_path) + output_file_path = compute_w_loader(h5_file_path, output_path, wsi, + model = model, batch_size = args.batch_size, verbose = 1, print_every = 20, + custom_downsample=args.custom_downsample, target_patch_size=args.target_patch_size) + time_elapsed = time.time() - time_start + print('\ncomputing features for {} took {} s'.format(output_file_path, time_elapsed)) + file = h5py.File(output_file_path, "r") + + features = file['features'][:] + print('features size: ', features.shape) + print('coordinates size: ', file['coords'].shape) + features = torch.from_numpy(features) + bag_base, _ = os.path.splitext(bag_name) + torch.save(features, os.path.join(args.feat_dir, 'pt_files', bag_base+'.pt')) + + + diff --git a/main.py b/main.py old mode 100644 new mode 100755 index abd89f23..2bbeb486 --- a/main.py +++ b/main.py @@ -97,7 +97,7 @@ def main(args): parser.add_argument('--exp_code', type=str, help='experiment code for saving results') parser.add_argument('--weighted_sample', action='store_true', default=False, help='enable weighted sampling') parser.add_argument('--model_size', type=str, choices=['small', 'big'], default='small', help='size of model, does not affect mil') -parser.add_argument('--task', type=str, choices=['camelyon_40x_cv', 'tcga_kidney_cv']) +parser.add_argument('--task', type=str, choices=['task_1_tumor_vs_normal', 'task_2_tumor_subtyping']) ### CLAM specific options parser.add_argument('--no_inst_cluster', action='store_true', default=False, help='disable instance-level clustering') @@ -150,10 +150,11 @@ def seed_torch(seed=7): 'B': args.B}) print('\nLoad Dataset') -if args.task == 'camelyon_40x_cv': + +if args.task == 'task_1_tumor_vs_normal': args.n_classes=2 - dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/camelyon_clean.csv', - data_dir= os.path.join(args.data_root_dir, 'camelyon_feat_resnet'), + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_vs_normal_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_vs_normal_resnet_features'), shuffle = False, seed = args.seed, print_info = True, @@ -161,18 +162,32 @@ def seed_torch(seed=7): patient_strat=False, ignore=[]) -elif args.task == 'tcga_kidney_cv': +elif args.task == 'task_2_tumor_subtyping': args.n_classes=3 - dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', - data_dir= os.path.join(args.data_root_dir, 'tcga_kidney_resnet_features'), + dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tumor_subtyping_dummy_clean.csv', + data_dir= os.path.join(args.data_root_dir, 'tumor_subtyping_resnet_features'), shuffle = False, seed = args.seed, print_info = True, - label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, + label_dict = {'subtype_1':0, 'subtype_2':1, 'subtype_3':2}, patient_strat= False, - ignore=['TCGA-SARC']) - if args.model_type == 'clam': - assert args.subtyping + ignore=[]) + + if args.model_type in ['clam_sb', 'clam_mb']: + assert args.subtyping + +# elif args.task == 'tcga_kidney_cv': +# args.n_classes=3 +# dataset = Generic_MIL_Dataset(csv_path = 'dataset_csv/tcga_kidney_clean.csv', +# data_dir= os.path.join(args.data_root_dir, 'tcga_kidney_20x_features'), +# shuffle = False, +# seed = args.seed, +# print_info = True, +# label_dict = {'TCGA-KICH':0, 'TCGA-KIRC':1, 'TCGA-KIRP':2}, +# patient_strat= False, +# ignore=['TCGA-SARC']) +# if args.model_type in ['clam_sb', 'clam_mb']: +# assert args.subtyping else: raise NotImplementedError @@ -188,6 +203,8 @@ def seed_torch(seed=7): args.split_dir = os.path.join('splits', args.task+'_{}'.format(int(args.label_frac*100))) else: args.split_dir = os.path.join('splits', args.split_dir) + +print('split_dir: ', args.split_dir) assert os.path.isdir(args.split_dir) settings.update({'split_dir': args.split_dir}) diff --git a/models/model_clam.py b/models/model_clam.py old mode 100644 new mode 100755 index 62458e29..4eae8951 --- a/models/model_clam.py +++ b/models/model_clam.py @@ -101,11 +101,7 @@ def __init__(self, gate = True, size_arg = "small", dropout = False, k_sample=8, def relocate(self): device=torch.device("cuda" if torch.cuda.is_available() else "cpu") - if torch.cuda.device_count() > 1: - device_ids = list(range(torch.cuda.device_count())) - self.attention_net = nn.DataParallel(self.attention_net, device_ids=device_ids).to('cuda:0') - else: - self.attention_net = self.attention_net.to(device) + self.attention_net = self.attention_net.to(device) self.classifiers = self.classifiers.to(device) self.instance_classifiers = self.instance_classifiers.to(device) diff --git a/models/model_mil.py b/models/model_mil.py old mode 100644 new mode 100755 index e7ec4a26..08275313 --- a/models/model_mil.py +++ b/models/model_mil.py @@ -21,11 +21,7 @@ def __init__(self, gate = True, size_arg = "small", dropout = False, n_classes = def relocate(self): device=torch.device("cuda" if torch.cuda.is_available() else "cpu") - if torch.cuda.device_count() > 1: - device_ids = list(range(torch.cuda.device_count())) - self.classifier = nn.DataParallel(self.classifier, device_ids=device_ids).to('cuda:0') - else: - self.classifier.to(device) + self.classifier.to(device) def forward(self, h, return_features=False): if return_features: @@ -66,13 +62,8 @@ def __init__(self, gate = True, size_arg = "small", dropout = False, n_classes = def relocate(self): device=torch.device("cuda" if torch.cuda.is_available() else "cpu") - if torch.cuda.device_count() > 1: - device_ids = list(range(torch.cuda.device_count())) - self.fc = nn.DataParallel(self.fc, device_ids=device_ids).to('cuda:0') - self.classifiers = nn.DataParallel(self.classifiers, device_ids=device_ids).to('cuda:0') - else: - self.fc = self.fc.to(device) - self.classifiers = self.classifiers.to(device) + self.fc = self.fc.to(device) + self.classifiers = self.classifiers.to(device) def forward(self, h, return_features=False): device = h.device diff --git a/models/resnet_custom.py b/models/resnet_custom.py old mode 100644 new mode 100755 diff --git a/presets/bwh_biopsy.csv b/presets/bwh_biopsy.csv index ff15792d..c74a534d 100644 --- a/presets/bwh_biopsy.csv +++ b/presets/bwh_biopsy.csv @@ -1,2 +1,2 @@ -seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn --1,15,11,2,FALSE,8,1,2,-1,250,5,50,TRUE,four_pt \ No newline at end of file +seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn,keep_ids,exclude_ids +-1,15,11,2,FALSE,1,1,2,-1,150,5,50,TRUE,four_pt,none,none \ No newline at end of file diff --git a/presets/bwh_resection.csv b/presets/bwh_resection.csv old mode 100644 new mode 100755 index 8dfe63b7..0c624a83 --- a/presets/bwh_resection.csv +++ b/presets/bwh_resection.csv @@ -1,2 +1,2 @@ -seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn --1,15,11,4,FALSE,100,16,8,-1,250,5,50,TRUE,four_pt \ No newline at end of file +seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn,keep_ids,exclude_ids +-1,15,11,4,FALSE,100,16,8,-1,150,5,50,TRUE,four_pt,none,none \ No newline at end of file diff --git a/presets/tcga.csv b/presets/tcga.csv index 24bd1392..0005cd9e 100644 --- a/presets/tcga.csv +++ b/presets/tcga.csv @@ -1,2 +1,2 @@ -seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn --1,8,7,4,FALSE,100,16,8,-1,250,5,50,TRUE,four_pt \ No newline at end of file +seg_level,sthresh,mthresh,close,use_otsu,a_t,a_h,max_n_holes,vis_level,line_thickness,white_thresh,black_thresh,use_padding,contour_fn,keep_ids,exclude_ids +-1,8,7,4,FALSE,16,4,8,-1,100,5,50,TRUE,four_pt,none,none diff --git a/splits/camelyon_40x_cv_50/splits_0.csv b/splits/camelyon_40x_cv_50/splits_0.csv deleted file mode 100644 index 7525f76a..00000000 --- a/splits/camelyon_40x_cv_50/splits_0.csv +++ /dev/null @@ -1,293 +0,0 @@ -,train,val,test -0,normal_003,normal_081,normal_138 -1,normal_004,test_057,test_047 -2,normal_005,test_128,patient_076_node_0 -3,normal_006,patient_041_node_0,patient_076_node_1 -4,normal_007,patient_041_node_1,patient_076_node_2 -5,normal_008,patient_041_node_2,patient_076_node_3 -6,normal_009,patient_041_node_3,patient_076_node_4 -7,normal_010,patient_041_node_4,patient_078_node_0 -8,normal_011,normal_107,patient_078_node_1 -9,normal_013,normal_091,patient_078_node_2 -10,normal_014,test_130,patient_078_node_3 -11,normal_016,patient_088_node_0,patient_078_node_4 -12,normal_017,patient_088_node_1,normal_023 -13,normal_018,patient_088_node_2,test_103 -14,normal_020,patient_088_node_3,normal_103 -15,normal_021,patient_088_node_4,normal_132 -16,normal_022,test_042,normal_028 -17,normal_024,normal_125,normal_001 -18,normal_025,patient_084_node_0,test_096 -19,normal_027,patient_084_node_1,normal_094 -20,normal_029,patient_084_node_2,normal_093 -21,normal_030,patient_084_node_3,normal_026 -22,normal_031,patient_084_node_4,normal_143 -23,normal_032,test_119,normal_101 -24,normal_033,normal_059,normal_015 -25,normal_034,normal_060,test_098 -26,normal_035,normal_127,normal_158 -27,normal_036,normal_104,normal_002 -28,normal_037,normal_133,normal_052 -29,normal_038,test_091,test_015 -30,normal_039,test_006,test_025 -31,normal_040,patient_006_node_0,test_020 -32,normal_041,patient_006_node_1,normal_097 -33,normal_042,patient_006_node_2,normal_152 -34,normal_043,patient_006_node_3,patient_099_node_0 -35,normal_044,patient_006_node_4,patient_099_node_1 -36,normal_045,normal_148,patient_099_node_2 -37,normal_046,test_014,patient_099_node_3 -38,normal_047,normal_019,patient_099_node_4 -39,normal_048,patient_014_node_0,normal_126 -40,normal_049,patient_014_node_1,test_078 -41,normal_050,patient_014_node_2,normal_076 -42,normal_051,patient_014_node_3,test_070 -43,normal_053,patient_014_node_4,tumor_001 -44,normal_054,normal_012,tumor_027 -45,normal_055,patient_090_node_0,test_099 -46,normal_056,patient_090_node_1,tumor_019 -47,normal_057,patient_090_node_2,tumor_063 -48,normal_058,patient_090_node_3,tumor_058 -49,normal_061,patient_090_node_4,tumor_080 -50,normal_062,patient_033_node_0,patient_052_node_0 -51,normal_063,patient_033_node_1,patient_052_node_1 -52,normal_064,patient_033_node_2,patient_052_node_2 -53,normal_065,patient_033_node_3,patient_052_node_3 -54,normal_066,patient_033_node_4,patient_052_node_4 -55,normal_067,patient_003_node_0,test_010 -56,normal_068,patient_003_node_1,tumor_110 -57,normal_069,patient_003_node_2,tumor_009 -58,normal_070,patient_003_node_3,tumor_044 -59,normal_071,patient_003_node_4,tumor_028 -60,normal_072,normal_090,tumor_030 -61,normal_073,patient_024_node_0,patient_097_node_0 -62,normal_074,patient_024_node_1,patient_097_node_1 -63,normal_075,patient_024_node_2,patient_097_node_2 -64,normal_077,patient_024_node_3,patient_097_node_3 -65,normal_078,patient_024_node_4,patient_097_node_4 -66,normal_079,patient_059_node_0,tumor_081 -67,normal_080,patient_059_node_1,tumor_048 -68,normal_082,patient_059_node_2,test_027 -69,normal_083,patient_059_node_3,tumor_072 -70,normal_084,patient_059_node_4, -71,normal_085,tumor_047, -72,normal_087,test_097, -73,normal_088,test_084, -74,normal_089,tumor_107, -75,normal_092,tumor_092, -76,normal_095,tumor_104, -77,normal_096,patient_060_node_0, -78,normal_098,patient_060_node_1, -79,normal_099,patient_060_node_2, -80,normal_100,patient_060_node_3, -81,normal_102,patient_060_node_4, -82,normal_105,tumor_083, -83,normal_106,tumor_082, -84,normal_108,test_073, -85,normal_109,tumor_040, -86,normal_110,tumor_056, -87,normal_111,test_061, -88,normal_112,patient_063_node_0, -89,normal_113,patient_063_node_1, -90,normal_114,patient_063_node_2, -91,normal_115,patient_063_node_3, -92,normal_116,patient_063_node_4, -93,normal_117,tumor_016, -94,normal_118,tumor_018, -95,normal_119,tumor_031, -96,normal_120,tumor_010, -97,normal_121,tumor_049, -98,normal_122,, -99,normal_123,, -100,normal_124,, -101,normal_128,, -102,normal_129,, -103,normal_130,, -104,normal_131,, -105,normal_134,, -106,normal_135,, -107,normal_136,, -108,normal_137,, -109,normal_139,, -110,normal_140,, -111,normal_141,, -112,normal_142,, -113,normal_144,, -114,normal_145,, -115,normal_146,, -116,normal_147,, -117,normal_149,, -118,normal_150,, -119,normal_151,, -120,normal_153,, -121,normal_154,, -122,normal_155,, -123,normal_156,, -124,normal_157,, -125,patient_008_node_0,, -126,patient_008_node_1,, -127,patient_008_node_2,, -128,patient_008_node_3,, -129,patient_008_node_4,, -130,patient_010_node_0,, -131,patient_010_node_1,, -132,patient_010_node_2,, -133,patient_010_node_3,, -134,patient_010_node_4,, -135,patient_011_node_0,, -136,patient_011_node_1,, -137,patient_011_node_2,, -138,patient_011_node_3,, -139,patient_011_node_4,, -140,patient_012_node_0,, -141,patient_012_node_1,, -142,patient_012_node_2,, -143,patient_012_node_3,, -144,patient_012_node_4,, -145,patient_016_node_0,, -146,patient_016_node_1,, -147,patient_016_node_2,, -148,patient_016_node_3,, -149,patient_016_node_4,, -150,patient_019_node_0,, -151,patient_019_node_1,, -152,patient_019_node_2,, -153,patient_019_node_3,, -154,patient_019_node_4,, -155,patient_021_node_0,, -156,patient_021_node_1,, -157,patient_021_node_2,, -158,patient_021_node_3,, -159,patient_021_node_4,, -160,patient_022_node_0,, -161,patient_022_node_1,, -162,patient_022_node_2,, -163,patient_022_node_3,, -164,patient_022_node_4,, -165,patient_027_node_0,, -166,patient_027_node_1,, -167,patient_027_node_2,, -168,patient_027_node_3,, -169,patient_027_node_4,, -170,patient_028_node_0,, -171,patient_028_node_1,, -172,patient_028_node_2,, -173,patient_028_node_3,, -174,patient_028_node_4,, -175,patient_029_node_0,, -176,patient_029_node_1,, -177,patient_029_node_2,, -178,patient_029_node_3,, -179,patient_029_node_4,, -180,patient_038_node_0,, -181,patient_038_node_1,, -182,patient_038_node_2,, -183,patient_038_node_3,, -184,patient_038_node_4,, -185,patient_039_node_0,, -186,patient_039_node_1,, -187,patient_039_node_2,, -188,patient_039_node_3,, -189,patient_039_node_4,, -190,patient_045_node_0,, -191,patient_045_node_1,, -192,patient_045_node_2,, -193,patient_045_node_3,, -194,patient_045_node_4,, -195,patient_048_node_0,, -196,patient_048_node_1,, -197,patient_048_node_2,, -198,patient_048_node_3,, -199,patient_048_node_4,, -200,patient_051_node_0,, -201,patient_051_node_1,, -202,patient_051_node_2,, -203,patient_051_node_3,, -204,patient_051_node_4,, -205,patient_062_node_0,, -206,patient_062_node_1,, -207,patient_062_node_2,, -208,patient_062_node_3,, -209,patient_062_node_4,, -210,patient_065_node_0,, -211,patient_065_node_1,, -212,patient_065_node_2,, -213,patient_065_node_3,, -214,patient_065_node_4,, -215,patient_069_node_0,, -216,patient_069_node_1,, -217,patient_069_node_2,, -218,patient_069_node_3,, -219,patient_069_node_4,, -220,patient_092_node_0,, -221,patient_092_node_1,, -222,patient_092_node_2,, -223,patient_092_node_3,, -224,patient_092_node_4,, -225,patient_094_node_0,, -226,patient_094_node_1,, -227,patient_094_node_2,, -228,patient_094_node_3,, -229,patient_094_node_4,, -230,patient_095_node_0,, -231,patient_095_node_1,, -232,patient_095_node_2,, -233,patient_095_node_3,, -234,patient_095_node_4,, -235,patient_096_node_0,, -236,patient_096_node_1,, -237,patient_096_node_2,, -238,patient_096_node_3,, -239,patient_096_node_4,, -240,test_001,, -241,test_002,, -242,test_004,, -243,test_008,, -244,test_011,, -245,test_013,, -246,test_016,, -247,test_021,, -248,test_026,, -249,test_029,, -250,test_030,, -251,test_033,, -252,test_038,, -253,test_040,, -254,test_046,, -255,test_048,, -256,test_051,, -257,test_052,, -258,test_064,, -259,test_065,, -260,test_066,, -261,test_068,, -262,test_069,, -263,test_071,, -264,test_074,, -265,test_075,, -266,test_079,, -267,test_082,, -268,test_090,, -269,test_092,, -270,test_094,, -271,test_102,, -272,test_104,, -273,test_105,, -274,test_108,, -275,test_110,, -276,test_113,, -277,test_114,, -278,test_116,, -279,test_117,, -280,test_121,, -281,test_122,, -282,tumor_002,, -283,tumor_003,, -284,tumor_004,, -285,tumor_005,, -286,tumor_006,, -287,tumor_007,, -288,tumor_008,, -289,tumor_011,, -290,tumor_012,, -291,tumor_013,, diff --git a/splits/camelyon_40x_cv_50/splits_0_bool.csv b/splits/camelyon_40x_cv_50/splits_0_bool.csv deleted file mode 100644 index bfe26a39..00000000 --- a/splits/camelyon_40x_cv_50/splits_0_bool.csv +++ /dev/null @@ -1,461 +0,0 @@ -,train,val,test -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_006,True,False,False -normal_007,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_027,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_037,True,False,False -normal_038,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_042,True,False,False -normal_043,True,False,False -normal_044,True,False,False -normal_045,True,False,False -normal_046,True,False,False -normal_047,True,False,False -normal_048,True,False,False -normal_049,True,False,False -normal_050,True,False,False -normal_051,True,False,False -normal_053,True,False,False -normal_054,True,False,False -normal_055,True,False,False -normal_056,True,False,False -normal_057,True,False,False -normal_058,True,False,False -normal_061,True,False,False -normal_062,True,False,False -normal_063,True,False,False -normal_064,True,False,False -normal_065,True,False,False -normal_066,True,False,False -normal_067,True,False,False -normal_068,True,False,False -normal_069,True,False,False -normal_070,True,False,False -normal_071,True,False,False -normal_072,True,False,False -normal_073,True,False,False -normal_074,True,False,False -normal_075,True,False,False -normal_077,True,False,False -normal_078,True,False,False -normal_079,True,False,False -normal_080,True,False,False -normal_082,True,False,False -normal_083,True,False,False -normal_084,True,False,False -normal_085,True,False,False -normal_087,True,False,False -normal_088,True,False,False -normal_089,True,False,False -normal_092,True,False,False -normal_095,True,False,False -normal_096,True,False,False -normal_098,True,False,False -normal_099,True,False,False -normal_100,True,False,False -normal_102,True,False,False -normal_105,True,False,False -normal_106,True,False,False -normal_108,True,False,False -normal_109,True,False,False -normal_110,True,False,False -normal_111,True,False,False -normal_112,True,False,False -normal_113,True,False,False -normal_114,True,False,False -normal_115,True,False,False -normal_116,True,False,False -normal_117,True,False,False -normal_118,True,False,False -normal_119,True,False,False -normal_120,True,False,False -normal_121,True,False,False -normal_122,True,False,False -normal_123,True,False,False -normal_124,True,False,False -normal_128,True,False,False -normal_129,True,False,False -normal_130,True,False,False -normal_131,True,False,False -normal_134,True,False,False -normal_135,True,False,False -normal_136,True,False,False -normal_137,True,False,False -normal_139,True,False,False -normal_140,True,False,False -normal_141,True,False,False -normal_142,True,False,False -normal_144,True,False,False -normal_145,True,False,False -normal_146,True,False,False -normal_147,True,False,False -normal_149,True,False,False -normal_150,True,False,False -normal_151,True,False,False -normal_153,True,False,False -normal_154,True,False,False -normal_155,True,False,False -normal_156,True,False,False -normal_157,True,False,False -patient_008_node_0,True,False,False -patient_008_node_1,True,False,False -patient_008_node_2,True,False,False -patient_008_node_3,True,False,False -patient_008_node_4,True,False,False -patient_010_node_0,True,False,False -patient_010_node_1,True,False,False -patient_010_node_2,True,False,False -patient_010_node_3,True,False,False -patient_010_node_4,True,False,False -patient_011_node_0,True,False,False -patient_011_node_1,True,False,False -patient_011_node_2,True,False,False -patient_011_node_3,True,False,False -patient_011_node_4,True,False,False -patient_012_node_0,True,False,False -patient_012_node_1,True,False,False -patient_012_node_2,True,False,False -patient_012_node_3,True,False,False -patient_012_node_4,True,False,False -patient_016_node_0,True,False,False -patient_016_node_1,True,False,False -patient_016_node_2,True,False,False -patient_016_node_3,True,False,False -patient_016_node_4,True,False,False -patient_019_node_0,True,False,False -patient_019_node_1,True,False,False -patient_019_node_2,True,False,False -patient_019_node_3,True,False,False -patient_019_node_4,True,False,False -patient_021_node_0,True,False,False -patient_021_node_1,True,False,False -patient_021_node_2,True,False,False -patient_021_node_3,True,False,False -patient_021_node_4,True,False,False -patient_022_node_0,True,False,False -patient_022_node_1,True,False,False -patient_022_node_2,True,False,False -patient_022_node_3,True,False,False -patient_022_node_4,True,False,False -patient_027_node_0,True,False,False -patient_027_node_1,True,False,False -patient_027_node_2,True,False,False -patient_027_node_3,True,False,False -patient_027_node_4,True,False,False -patient_028_node_0,True,False,False -patient_028_node_1,True,False,False -patient_028_node_2,True,False,False -patient_028_node_3,True,False,False -patient_028_node_4,True,False,False -patient_029_node_0,True,False,False -patient_029_node_1,True,False,False -patient_029_node_2,True,False,False -patient_029_node_3,True,False,False -patient_029_node_4,True,False,False -patient_038_node_0,True,False,False -patient_038_node_1,True,False,False -patient_038_node_2,True,False,False -patient_038_node_3,True,False,False 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-patient_090_node_0,False,True,False -patient_090_node_1,False,True,False -patient_090_node_2,False,True,False -patient_090_node_3,False,True,False -patient_090_node_4,False,True,False -patient_033_node_0,False,True,False -patient_033_node_1,False,True,False -patient_033_node_2,False,True,False -patient_033_node_3,False,True,False -patient_033_node_4,False,True,False -patient_003_node_0,False,True,False -patient_003_node_1,False,True,False -patient_003_node_2,False,True,False -patient_003_node_3,False,True,False -patient_003_node_4,False,True,False -normal_090,False,True,False -patient_024_node_0,False,True,False -patient_024_node_1,False,True,False -patient_024_node_2,False,True,False -patient_024_node_3,False,True,False -patient_024_node_4,False,True,False -patient_059_node_0,False,True,False -patient_059_node_1,False,True,False -patient_059_node_2,False,True,False -patient_059_node_3,False,True,False -patient_059_node_4,False,True,False -tumor_047,False,True,False 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-patient_076_node_3,False,False,True -patient_076_node_4,False,False,True -patient_078_node_0,False,False,True -patient_078_node_1,False,False,True -patient_078_node_2,False,False,True -patient_078_node_3,False,False,True -patient_078_node_4,False,False,True -normal_023,False,False,True -test_103,False,False,True -normal_103,False,False,True -normal_132,False,False,True -normal_028,False,False,True -normal_001,False,False,True -test_096,False,False,True -normal_094,False,False,True -normal_093,False,False,True -normal_026,False,False,True -normal_143,False,False,True -normal_101,False,False,True -normal_015,False,False,True -test_098,False,False,True -normal_158,False,False,True -normal_002,False,False,True -normal_052,False,False,True -test_015,False,False,True -test_025,False,False,True -test_020,False,False,True -normal_097,False,False,True -normal_152,False,False,True -patient_099_node_0,False,False,True -patient_099_node_1,False,False,True -patient_099_node_2,False,False,True -patient_099_node_3,False,False,True -patient_099_node_4,False,False,True -normal_126,False,False,True -test_078,False,False,True -normal_076,False,False,True -test_070,False,False,True -tumor_001,False,False,True -tumor_027,False,False,True -test_099,False,False,True -tumor_019,False,False,True -tumor_063,False,False,True -tumor_058,False,False,True -tumor_080,False,False,True -patient_052_node_0,False,False,True -patient_052_node_1,False,False,True -patient_052_node_2,False,False,True -patient_052_node_3,False,False,True -patient_052_node_4,False,False,True -test_010,False,False,True -tumor_110,False,False,True -tumor_009,False,False,True -tumor_044,False,False,True -tumor_028,False,False,True -tumor_030,False,False,True -patient_097_node_0,False,False,True -patient_097_node_1,False,False,True -patient_097_node_2,False,False,True -patient_097_node_3,False,False,True -patient_097_node_4,False,False,True -tumor_081,False,False,True -tumor_048,False,False,True -test_027,False,False,True -tumor_072,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_0_descriptor.csv b/splits/camelyon_40x_cv_50/splits_0_descriptor.csv deleted file mode 100644 index 4e61c1b3..00000000 --- a/splits/camelyon_40x_cv_50/splits_0_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,176,68,41 -tumor_tissue,116,30,29 diff --git a/splits/camelyon_40x_cv_50/splits_1.csv b/splits/camelyon_40x_cv_50/splits_1.csv deleted file mode 100644 index 7ee4e052..00000000 --- a/splits/camelyon_40x_cv_50/splits_1.csv +++ /dev/null @@ -1,269 +0,0 @@ -,train,val,test -0,normal_003,normal_045,normal_129 -1,normal_004,normal_126,normal_014 -2,normal_005,normal_154,test_101 -3,normal_007,test_057,test_023 -4,normal_008,normal_082,normal_113 -5,normal_010,test_044,normal_015 -6,normal_011,patient_079_node_0,patient_066_node_0 -7,normal_012,patient_079_node_1,patient_066_node_1 -8,normal_013,patient_079_node_2,patient_066_node_2 -9,normal_016,patient_079_node_3,patient_066_node_3 -10,normal_017,patient_079_node_4,patient_066_node_4 -11,normal_018,normal_049,test_072 -12,normal_019,test_039,patient_061_node_0 -13,normal_020,test_129,patient_061_node_1 -14,normal_021,normal_085,patient_061_node_2 -15,normal_022,patient_072_node_0,patient_061_node_3 -16,normal_023,patient_072_node_1,patient_061_node_4 -17,normal_024,patient_072_node_2,normal_103 -18,normal_025,patient_072_node_3,patient_036_node_0 -19,normal_026,patient_072_node_4,patient_036_node_1 -20,normal_027,normal_006,patient_036_node_2 -21,normal_028,patient_009_node_0,patient_036_node_3 -22,normal_031,patient_009_node_1,patient_036_node_4 -23,normal_032,patient_009_node_2,test_055 -24,normal_033,patient_009_node_3,patient_003_node_0 -25,normal_034,patient_009_node_4,patient_003_node_1 -26,normal_035,patient_043_node_0,patient_003_node_2 -27,normal_036,patient_043_node_1,patient_003_node_3 -28,normal_039,patient_043_node_2,patient_003_node_4 -29,normal_040,patient_043_node_3,test_085 -30,normal_041,patient_043_node_4,normal_097 -31,normal_042,normal_038,normal_030 -32,normal_043,normal_029,normal_094 -33,normal_044,normal_093,normal_009 -34,normal_046,normal_110,patient_023_node_0 -35,normal_047,patient_080_node_0,patient_023_node_1 -36,normal_048,patient_080_node_1,patient_023_node_2 -37,normal_050,patient_080_node_2,patient_023_node_3 -38,normal_051,patient_080_node_3,patient_023_node_4 -39,normal_052,patient_080_node_4,normal_141 -40,normal_053,normal_130,test_053 -41,normal_054,patient_000_node_0,test_042 -42,normal_055,patient_000_node_1,normal_151 -43,normal_056,patient_000_node_2,patient_032_node_0 -44,normal_057,patient_000_node_3,patient_032_node_1 -45,normal_058,patient_000_node_4,patient_032_node_2 -46,normal_059,test_118,patient_032_node_3 -47,normal_060,normal_137,patient_032_node_4 -48,normal_061,patient_087_node_0,patient_004_node_0 -49,normal_062,patient_087_node_1,patient_004_node_1 -50,normal_063,patient_087_node_2,patient_004_node_2 -51,normal_064,patient_087_node_3,patient_004_node_3 -52,normal_065,patient_087_node_4,patient_004_node_4 -53,normal_066,patient_049_node_0,normal_136 -54,normal_067,patient_049_node_1,test_123 -55,normal_068,patient_049_node_2,test_112 -56,normal_069,patient_049_node_3,normal_001 -57,normal_070,patient_049_node_4,patient_041_node_0 -58,normal_071,normal_132,patient_041_node_1 -59,normal_072,normal_002,patient_041_node_2 -60,normal_073,normal_114,patient_041_node_3 -61,normal_074,normal_037,patient_041_node_4 -62,normal_075,patient_086_node_0,test_098 -63,normal_076,patient_086_node_1,patient_096_node_0 -64,normal_077,patient_086_node_2,patient_096_node_1 -65,normal_078,patient_086_node_3,patient_096_node_2 -66,normal_079,patient_086_node_4,patient_096_node_3 -67,normal_080,patient_051_node_0,patient_096_node_4 -68,normal_081,patient_051_node_1,tumor_107 -69,normal_083,patient_051_node_2,patient_028_node_0 -70,normal_084,patient_051_node_3,patient_028_node_1 -71,normal_087,patient_051_node_4,patient_028_node_2 -72,normal_088,test_048,patient_028_node_3 -73,normal_089,tumor_047,patient_028_node_4 -74,normal_090,tumor_040,test_075 -75,normal_091,test_074,patient_045_node_0 -76,normal_092,test_026,patient_045_node_1 -77,normal_095,tumor_095,patient_045_node_2 -78,normal_096,tumor_055,patient_045_node_3 -79,normal_098,tumor_019,patient_045_node_4 -80,normal_099,tumor_033,tumor_080 -81,normal_100,test_099,test_016 -82,normal_101,patient_097_node_0,test_011 -83,normal_102,patient_097_node_1,test_114 -84,normal_104,patient_097_node_2,tumor_043 -85,normal_105,patient_097_node_3,test_021 -86,normal_106,patient_097_node_4,patient_092_node_0 -87,normal_107,tumor_005,patient_092_node_1 -88,normal_108,patient_095_node_0,patient_092_node_2 -89,normal_109,patient_095_node_1,patient_092_node_3 -90,normal_111,patient_095_node_2,patient_092_node_4 -91,normal_112,patient_095_node_3,patient_065_node_0 -92,normal_115,patient_095_node_4,patient_065_node_1 -93,normal_116,tumor_014,patient_065_node_2 -94,normal_117,tumor_069,patient_065_node_3 -95,normal_118,tumor_002,patient_065_node_4 -96,normal_119,patient_052_node_0,tumor_078 -97,normal_120,patient_052_node_1,test_001 -98,normal_121,patient_052_node_2,tumor_110 -99,normal_122,patient_052_node_3,test_033 -100,normal_123,patient_052_node_4,patient_019_node_0 -101,normal_124,tumor_068,patient_019_node_1 -102,normal_125,,patient_019_node_2 -103,normal_127,,patient_019_node_3 -104,normal_128,,patient_019_node_4 -105,normal_131,,test_002 -106,normal_133,, -107,normal_134,, -108,normal_135,, -109,normal_138,, -110,normal_139,, -111,normal_140,, -112,normal_142,, -113,normal_143,, -114,normal_144,, -115,normal_145,, -116,normal_146,, -117,normal_147,, -118,normal_148,, -119,normal_149,, -120,normal_150,, -121,normal_152,, -122,normal_153,, -123,normal_155,, -124,normal_156,, -125,patient_008_node_0,, -126,patient_008_node_1,, -127,patient_008_node_2,, -128,patient_008_node_3,, -129,patient_008_node_4,, -130,patient_010_node_0,, -131,patient_010_node_1,, -132,patient_010_node_2,, -133,patient_010_node_3,, -134,patient_010_node_4,, -135,patient_011_node_0,, -136,patient_011_node_1,, -137,patient_011_node_2,, -138,patient_011_node_3,, -139,patient_011_node_4,, -140,patient_012_node_0,, -141,patient_012_node_1,, -142,patient_012_node_2,, -143,patient_012_node_3,, -144,patient_012_node_4,, -145,patient_016_node_0,, -146,patient_016_node_1,, -147,patient_016_node_2,, -148,patient_016_node_3,, -149,patient_016_node_4,, -150,patient_021_node_0,, -151,patient_021_node_1,, -152,patient_021_node_2,, -153,patient_021_node_3,, -154,patient_021_node_4,, -155,patient_022_node_0,, -156,patient_022_node_1,, -157,patient_022_node_2,, -158,patient_022_node_3,, -159,patient_022_node_4,, -160,patient_027_node_0,, -161,patient_027_node_1,, -162,patient_027_node_2,, -163,patient_027_node_3,, -164,patient_027_node_4,, -165,patient_029_node_0,, -166,patient_029_node_1,, -167,patient_029_node_2,, -168,patient_029_node_3,, -169,patient_029_node_4,, -170,patient_038_node_0,, -171,patient_038_node_1,, -172,patient_038_node_2,, -173,patient_038_node_3,, -174,patient_038_node_4,, -175,patient_039_node_0,, -176,patient_039_node_1,, -177,patient_039_node_2,, -178,patient_039_node_3,, -179,patient_039_node_4,, -180,patient_048_node_0,, -181,patient_048_node_1,, -182,patient_048_node_2,, -183,patient_048_node_3,, -184,patient_048_node_4,, -185,patient_060_node_0,, -186,patient_060_node_1,, -187,patient_060_node_2,, -188,patient_060_node_3,, -189,patient_060_node_4,, -190,patient_062_node_0,, -191,patient_062_node_1,, -192,patient_062_node_2,, -193,patient_062_node_3,, -194,patient_062_node_4,, -195,patient_063_node_0,, -196,patient_063_node_1,, -197,patient_063_node_2,, -198,patient_063_node_3,, -199,patient_063_node_4,, -200,patient_069_node_0,, -201,patient_069_node_1,, -202,patient_069_node_2,, -203,patient_069_node_3,, -204,patient_069_node_4,, -205,patient_094_node_0,, -206,patient_094_node_1,, -207,patient_094_node_2,, -208,patient_094_node_3,, -209,patient_094_node_4,, -210,test_004,, -211,test_008,, -212,test_010,, -213,test_013,, -214,test_027,, -215,test_029,, -216,test_030,, -217,test_038,, -218,test_040,, -219,test_046,, -220,test_051,, -221,test_052,, -222,test_061,, -223,test_064,, -224,test_065,, -225,test_066,, -226,test_068,, -227,test_069,, -228,test_071,, -229,test_073,, -230,test_079,, -231,test_082,, -232,test_084,, -233,test_090,, -234,test_092,, -235,test_094,, -236,test_097,, -237,test_102,, -238,test_104,, -239,test_105,, -240,test_108,, -241,test_110,, -242,test_113,, -243,test_116,, -244,test_117,, -245,test_121,, -246,test_122,, -247,tumor_001,, -248,tumor_003,, -249,tumor_004,, -250,tumor_006,, -251,tumor_007,, -252,tumor_008,, -253,tumor_009,, -254,tumor_010,, -255,tumor_011,, -256,tumor_012,, -257,tumor_013,, -258,tumor_015,, -259,tumor_016,, -260,tumor_017,, -261,tumor_018,, -262,tumor_020,, -263,tumor_021,, -264,tumor_022,, -265,tumor_023,, -266,tumor_024,, -267,tumor_025,, diff --git a/splits/camelyon_40x_cv_50/splits_1_bool.csv b/splits/camelyon_40x_cv_50/splits_1_bool.csv deleted file mode 100644 index fba4db64..00000000 --- a/splits/camelyon_40x_cv_50/splits_1_bool.csv +++ /dev/null @@ -1,477 +0,0 @@ -,train,val,test -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_007,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_028,True,False,False 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-patient_045_node_3,False,False,True -patient_045_node_4,False,False,True -tumor_080,False,False,True -test_016,False,False,True -test_011,False,False,True -test_114,False,False,True -tumor_043,False,False,True -test_021,False,False,True -patient_092_node_0,False,False,True -patient_092_node_1,False,False,True -patient_092_node_2,False,False,True -patient_092_node_3,False,False,True -patient_092_node_4,False,False,True -patient_065_node_0,False,False,True -patient_065_node_1,False,False,True -patient_065_node_2,False,False,True -patient_065_node_3,False,False,True -patient_065_node_4,False,False,True -tumor_078,False,False,True -test_001,False,False,True -tumor_110,False,False,True -test_033,False,False,True -patient_019_node_0,False,False,True -patient_019_node_1,False,False,True -patient_019_node_2,False,False,True -patient_019_node_3,False,False,True -patient_019_node_4,False,False,True -test_002,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_1_descriptor.csv b/splits/camelyon_40x_cv_50/splits_1_descriptor.csv deleted file mode 100644 index eb4f5ef0..00000000 --- a/splits/camelyon_40x_cv_50/splits_1_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,168,64,66 -tumor_tissue,100,38,40 diff --git a/splits/camelyon_40x_cv_50/splits_2.csv b/splits/camelyon_40x_cv_50/splits_2.csv deleted file mode 100644 index 824e1ae8..00000000 --- a/splits/camelyon_40x_cv_50/splits_2.csv +++ /dev/null @@ -1,285 +0,0 @@ -,train,val,test -0,normal_001,normal_046,normal_123 -1,normal_002,normal_102,patient_015_node_0 -2,normal_003,normal_011,patient_015_node_1 -3,normal_004,test_083,patient_015_node_2 -4,normal_006,test_031,patient_015_node_3 -5,normal_008,patient_087_node_0,patient_015_node_4 -6,normal_010,patient_087_node_1,patient_091_node_0 -7,normal_012,patient_087_node_2,patient_091_node_1 -8,normal_013,patient_087_node_3,patient_091_node_2 -9,normal_014,patient_087_node_4,patient_091_node_3 -10,normal_016,patient_071_node_0,patient_091_node_4 -11,normal_017,patient_071_node_1,normal_015 -12,normal_018,patient_071_node_2,patient_014_node_0 -13,normal_019,patient_071_node_3,patient_014_node_1 -14,normal_020,patient_071_node_4,patient_014_node_2 -15,normal_022,normal_110,patient_014_node_3 -16,normal_024,normal_005,patient_014_node_4 -17,normal_025,patient_061_node_0,test_014 -18,normal_026,patient_061_node_1,patient_013_node_0 -19,normal_027,patient_061_node_2,patient_013_node_1 -20,normal_028,patient_061_node_3,patient_013_node_2 -21,normal_029,patient_061_node_4,patient_013_node_3 -22,normal_030,test_087,patient_013_node_4 -23,normal_031,test_070,patient_085_node_0 -24,normal_033,normal_148,patient_085_node_1 -25,normal_034,normal_044,patient_085_node_2 -26,normal_035,normal_139,patient_085_node_3 -27,normal_036,test_053,patient_085_node_4 -28,normal_038,normal_111,test_109 -29,normal_039,normal_056,test_111 -30,normal_040,normal_160,patient_004_node_0 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-261,test_110,, -262,test_113,, -263,test_114,, -264,test_116,, -265,test_117,, -266,test_121,, -267,tumor_001,, -268,tumor_003,, -269,tumor_004,, -270,tumor_005,, -271,tumor_006,, -272,tumor_007,, -273,tumor_008,, -274,tumor_009,, -275,tumor_010,, -276,tumor_011,, -277,tumor_012,, -278,tumor_013,, -279,tumor_015,, -280,tumor_016,, -281,tumor_017,, -282,tumor_018,, -283,tumor_020,, diff --git a/splits/camelyon_40x_cv_50/splits_2_bool.csv b/splits/camelyon_40x_cv_50/splits_2_bool.csv deleted file mode 100644 index 82648c4b..00000000 --- a/splits/camelyon_40x_cv_50/splits_2_bool.csv +++ /dev/null @@ -1,489 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_016,True,False,False -normal_017,True,False,False 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-patient_079_node_2,False,False,True -patient_079_node_3,False,False,True -patient_079_node_4,False,False,True -patient_003_node_0,False,False,True -patient_003_node_1,False,False,True -patient_003_node_2,False,False,True -patient_003_node_3,False,False,True -patient_003_node_4,False,False,True -patient_017_node_0,False,False,True -patient_017_node_1,False,False,True -patient_017_node_2,False,False,True -patient_017_node_3,False,False,True -patient_017_node_4,False,False,True -patient_049_node_0,False,False,True -patient_049_node_1,False,False,True -patient_049_node_2,False,False,True -patient_049_node_3,False,False,True -patient_049_node_4,False,False,True -patient_001_node_0,False,False,True -patient_001_node_1,False,False,True -patient_001_node_2,False,False,True -patient_001_node_3,False,False,True -patient_001_node_4,False,False,True -normal_158,False,False,True -test_015,False,False,True -normal_104,False,False,True -patient_098_node_0,False,False,True -patient_098_node_1,False,False,True -patient_098_node_2,False,False,True -patient_098_node_3,False,False,True -patient_098_node_4,False,False,True -test_043,False,False,True -patient_026_node_0,False,False,True -patient_026_node_1,False,False,True -patient_026_node_2,False,False,True -patient_026_node_3,False,False,True -patient_026_node_4,False,False,True -normal_156,False,False,True -test_046,False,False,True -test_108,False,False,True -patient_052_node_0,False,False,True -patient_052_node_1,False,False,True -patient_052_node_2,False,False,True -patient_052_node_3,False,False,True -patient_052_node_4,False,False,True -test_004,False,False,True -test_064,False,False,True -test_068,False,False,True -patient_065_node_0,False,False,True -patient_065_node_1,False,False,True -patient_065_node_2,False,False,True -patient_065_node_3,False,False,True -patient_065_node_4,False,False,True -patient_048_node_0,False,False,True -patient_048_node_1,False,False,True -patient_048_node_2,False,False,True -patient_048_node_3,False,False,True -patient_048_node_4,False,False,True -patient_011_node_0,False,False,True -patient_011_node_1,False,False,True -patient_011_node_2,False,False,True -patient_011_node_3,False,False,True -patient_011_node_4,False,False,True -patient_010_node_0,False,False,True -patient_010_node_1,False,False,True -patient_010_node_2,False,False,True -patient_010_node_3,False,False,True -patient_010_node_4,False,False,True -tumor_035,False,False,True -test_084,False,False,True -test_092,False,False,True -tumor_111,False,False,True -test_082,False,False,True -tumor_069,False,False,True -tumor_039,False,False,True -test_090,False,False,True -tumor_028,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_2_descriptor.csv b/splits/camelyon_40x_cv_50/splits_2_descriptor.csv deleted file mode 100644 index 81fe3fba..00000000 --- a/splits/camelyon_40x_cv_50/splits_2_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,166,57,80 -tumor_tissue,118,21,46 diff --git a/splits/camelyon_40x_cv_50/splits_3.csv b/splits/camelyon_40x_cv_50/splits_3.csv deleted file mode 100644 index 6df82f62..00000000 --- a/splits/camelyon_40x_cv_50/splits_3.csv +++ /dev/null @@ -1,293 +0,0 @@ -,train,val,test -0,normal_002,test_129,normal_020 -1,normal_003,normal_095,normal_105 -2,normal_004,normal_069,normal_052 -3,normal_005,test_037,normal_058 -4,normal_006,normal_138,normal_024 -5,normal_008,patient_061_node_0,patient_004_node_0 -6,normal_009,patient_061_node_1,patient_004_node_1 -7,normal_010,patient_061_node_2,patient_004_node_2 -8,normal_011,patient_061_node_3,patient_004_node_3 -9,normal_012,patient_061_node_4,patient_004_node_4 -10,normal_013,test_080,test_098 -11,normal_015,patient_057_node_0,test_063 -12,normal_016,patient_057_node_1,normal_133 -13,normal_017,patient_057_node_2,normal_143 -14,normal_018,patient_057_node_3,test_015 -15,normal_019,patient_057_node_4,normal_146 -16,normal_021,normal_023,test_067 -17,normal_022,patient_005_node_0,test_096 -18,normal_025,patient_005_node_1,test_115 -19,normal_026,patient_005_node_2,test_130 -20,normal_027,patient_005_node_3,normal_073 -21,normal_028,patient_005_node_4,normal_106 -22,normal_029,normal_014,patient_047_node_0 -23,normal_030,test_042,patient_047_node_1 -24,normal_031,patient_068_node_0,patient_047_node_2 -25,normal_032,patient_068_node_1,patient_047_node_3 -26,normal_033,patient_068_node_2,patient_047_node_4 -27,normal_034,patient_068_node_3,patient_026_node_0 -28,normal_035,patient_068_node_4,patient_026_node_1 -29,normal_036,test_023,patient_026_node_2 -30,normal_037,test_106,patient_026_node_3 -31,normal_038,normal_053,patient_026_node_4 -32,normal_039,normal_119,test_003 -33,normal_040,test_006,normal_104 -34,normal_041,patient_017_node_0,test_056 -35,normal_042,patient_017_node_1,test_060 -36,normal_043,patient_017_node_2,normal_075 -37,normal_044,patient_017_node_3,normal_094 -38,normal_045,patient_017_node_4,normal_096 -39,normal_046,normal_056,test_072 -40,normal_047,normal_082,test_100 -41,normal_048,patient_075_node_0,normal_001 -42,normal_049,patient_075_node_1,normal_123 -43,normal_050,patient_075_node_2,tumor_093 -44,normal_051,patient_075_node_3,patient_060_node_0 -45,normal_054,patient_075_node_4,patient_060_node_1 -46,normal_057,normal_055,patient_060_node_2 -47,normal_059,test_036,patient_060_node_3 -48,normal_060,patient_046_node_0,patient_060_node_4 -49,normal_061,patient_046_node_1,tumor_026 -50,normal_062,patient_046_node_2,tumor_075 -51,normal_063,patient_046_node_3,tumor_063 -52,normal_064,patient_046_node_4,tumor_071 -53,normal_065,normal_147,tumor_060 -54,normal_066,patient_053_node_0,tumor_110 -55,normal_067,patient_053_node_1,tumor_104 -56,normal_068,patient_053_node_2,test_004 -57,normal_070,patient_053_node_3,test_048 -58,normal_071,patient_053_node_4,tumor_091 -59,normal_072,normal_007,test_108 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-89,normal_113,patient_094_node_3, -90,normal_114,patient_094_node_4, -91,normal_115,tumor_058, -92,normal_116,tumor_042, -93,normal_117,tumor_082, -94,normal_118,, -95,normal_120,, -96,normal_121,, -97,normal_122,, -98,normal_124,, -99,normal_125,, -100,normal_126,, -101,normal_127,, -102,normal_128,, -103,normal_129,, -104,normal_130,, -105,normal_131,, -106,normal_132,, -107,normal_134,, -108,normal_135,, -109,normal_136,, -110,normal_137,, -111,normal_139,, -112,normal_140,, -113,normal_141,, -114,normal_142,, -115,normal_144,, -116,normal_145,, -117,normal_148,, -118,normal_149,, -119,normal_150,, -120,normal_151,, -121,normal_152,, -122,normal_153,, -123,normal_154,, -124,normal_155,, -125,patient_008_node_0,, -126,patient_008_node_1,, -127,patient_008_node_2,, -128,patient_008_node_3,, -129,patient_008_node_4,, -130,patient_010_node_0,, -131,patient_010_node_1,, -132,patient_010_node_2,, -133,patient_010_node_3,, -134,patient_010_node_4,, -135,patient_011_node_0,, 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-212,patient_062_node_2,, -213,patient_062_node_3,, -214,patient_062_node_4,, -215,patient_063_node_0,, -216,patient_063_node_1,, -217,patient_063_node_2,, -218,patient_063_node_3,, -219,patient_063_node_4,, -220,patient_065_node_0,, -221,patient_065_node_1,, -222,patient_065_node_2,, -223,patient_065_node_3,, -224,patient_065_node_4,, -225,patient_095_node_0,, -226,patient_095_node_1,, -227,patient_095_node_2,, -228,patient_095_node_3,, -229,patient_095_node_4,, -230,patient_096_node_0,, -231,patient_096_node_1,, -232,patient_096_node_2,, -233,patient_096_node_3,, -234,patient_096_node_4,, -235,patient_097_node_0,, -236,patient_097_node_1,, -237,patient_097_node_2,, -238,patient_097_node_3,, -239,patient_097_node_4,, -240,test_001,, -241,test_002,, -242,test_008,, -243,test_010,, -244,test_016,, -245,test_021,, -246,test_026,, -247,test_027,, -248,test_029,, -249,test_033,, -250,test_038,, -251,test_046,, -252,test_052,, -253,test_064,, -254,test_065,, -255,test_066,, -256,test_068,, -257,test_069,, -258,test_071,, -259,test_073,, -260,test_074,, -261,test_075,, -262,test_079,, -263,test_082,, -264,test_084,, -265,test_092,, -266,test_099,, -267,test_102,, -268,test_104,, -269,test_105,, -270,test_110,, -271,test_113,, -272,test_114,, -273,test_116,, -274,test_117,, -275,test_121,, -276,test_122,, -277,tumor_001,, -278,tumor_002,, -279,tumor_003,, -280,tumor_004,, -281,tumor_005,, -282,tumor_006,, -283,tumor_008,, -284,tumor_009,, -285,tumor_010,, -286,tumor_011,, -287,tumor_012,, -288,tumor_013,, -289,tumor_015,, -290,tumor_016,, -291,tumor_017,, diff --git a/splits/camelyon_40x_cv_50/splits_3_bool.csv b/splits/camelyon_40x_cv_50/splits_3_bool.csv deleted file mode 100644 index 4fd61d71..00000000 --- a/splits/camelyon_40x_cv_50/splits_3_bool.csv +++ /dev/null @@ -1,457 +0,0 @@ -,train,val,test -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_037,True,False,False -normal_038,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_042,True,False,False -normal_043,True,False,False -normal_044,True,False,False -normal_045,True,False,False -normal_046,True,False,False -normal_047,True,False,False -normal_048,True,False,False -normal_049,True,False,False -normal_050,True,False,False -normal_051,True,False,False -normal_054,True,False,False -normal_057,True,False,False -normal_059,True,False,False -normal_060,True,False,False -normal_061,True,False,False -normal_062,True,False,False -normal_063,True,False,False -normal_064,True,False,False -normal_065,True,False,False -normal_066,True,False,False -normal_067,True,False,False -normal_068,True,False,False -normal_070,True,False,False -normal_071,True,False,False -normal_072,True,False,False -normal_074,True,False,False -normal_076,True,False,False -normal_077,True,False,False -normal_078,True,False,False -normal_079,True,False,False -normal_080,True,False,False -normal_081,True,False,False -normal_083,True,False,False -normal_084,True,False,False -normal_085,True,False,False -normal_087,True,False,False -normal_088,True,False,False -normal_089,True,False,False -normal_090,True,False,False -normal_091,True,False,False -normal_092,True,False,False -normal_093,True,False,False -normal_097,True,False,False -normal_098,True,False,False -normal_099,True,False,False -normal_100,True,False,False -normal_101,True,False,False -normal_102,True,False,False -normal_103,True,False,False -normal_107,True,False,False -normal_108,True,False,False -normal_109,True,False,False -normal_110,True,False,False -normal_111,True,False,False -normal_113,True,False,False -normal_114,True,False,False -normal_115,True,False,False -normal_116,True,False,False -normal_117,True,False,False -normal_118,True,False,False -normal_120,True,False,False -normal_121,True,False,False -normal_122,True,False,False -normal_124,True,False,False -normal_125,True,False,False -normal_126,True,False,False -normal_127,True,False,False -normal_128,True,False,False -normal_129,True,False,False -normal_130,True,False,False -normal_131,True,False,False -normal_132,True,False,False -normal_134,True,False,False -normal_135,True,False,False -normal_136,True,False,False -normal_137,True,False,False -normal_139,True,False,False -normal_140,True,False,False -normal_141,True,False,False -normal_142,True,False,False -normal_144,True,False,False -normal_145,True,False,False -normal_148,True,False,False -normal_149,True,False,False -normal_150,True,False,False -normal_151,True,False,False -normal_152,True,False,False -normal_153,True,False,False -normal_154,True,False,False -normal_155,True,False,False -patient_008_node_0,True,False,False -patient_008_node_1,True,False,False -patient_008_node_2,True,False,False -patient_008_node_3,True,False,False -patient_008_node_4,True,False,False -patient_010_node_0,True,False,False -patient_010_node_1,True,False,False -patient_010_node_2,True,False,False -patient_010_node_3,True,False,False -patient_010_node_4,True,False,False -patient_011_node_0,True,False,False -patient_011_node_1,True,False,False -patient_011_node_2,True,False,False -patient_011_node_3,True,False,False -patient_011_node_4,True,False,False -patient_012_node_0,True,False,False -patient_012_node_1,True,False,False -patient_012_node_2,True,False,False -patient_012_node_3,True,False,False -patient_012_node_4,True,False,False -patient_016_node_0,True,False,False -patient_016_node_1,True,False,False -patient_016_node_2,True,False,False -patient_016_node_3,True,False,False -patient_016_node_4,True,False,False -patient_019_node_0,True,False,False -patient_019_node_1,True,False,False -patient_019_node_2,True,False,False -patient_019_node_3,True,False,False -patient_019_node_4,True,False,False -patient_021_node_0,True,False,False -patient_021_node_1,True,False,False -patient_021_node_2,True,False,False -patient_021_node_3,True,False,False -patient_021_node_4,True,False,False -patient_022_node_0,True,False,False -patient_022_node_1,True,False,False -patient_022_node_2,True,False,False -patient_022_node_3,True,False,False -patient_022_node_4,True,False,False 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-normal_014,False,True,False -test_042,False,True,False -patient_068_node_0,False,True,False -patient_068_node_1,False,True,False -patient_068_node_2,False,True,False -patient_068_node_3,False,True,False -patient_068_node_4,False,True,False -test_023,False,True,False -test_106,False,True,False -normal_053,False,True,False -normal_119,False,True,False -test_006,False,True,False -patient_017_node_0,False,True,False -patient_017_node_1,False,True,False -patient_017_node_2,False,True,False -patient_017_node_3,False,True,False -patient_017_node_4,False,True,False -normal_056,False,True,False -normal_082,False,True,False -patient_075_node_0,False,True,False -patient_075_node_1,False,True,False -patient_075_node_2,False,True,False -patient_075_node_3,False,True,False -patient_075_node_4,False,True,False -normal_055,False,True,False -test_036,False,True,False -patient_046_node_0,False,True,False -patient_046_node_1,False,True,False -patient_046_node_2,False,True,False 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-test_130,False,False,True -normal_073,False,False,True -normal_106,False,False,True -patient_047_node_0,False,False,True -patient_047_node_1,False,False,True -patient_047_node_2,False,False,True -patient_047_node_3,False,False,True -patient_047_node_4,False,False,True -patient_026_node_0,False,False,True -patient_026_node_1,False,False,True -patient_026_node_2,False,False,True -patient_026_node_3,False,False,True -patient_026_node_4,False,False,True -test_003,False,False,True -normal_104,False,False,True -test_056,False,False,True -test_060,False,False,True -normal_075,False,False,True -normal_094,False,False,True -normal_096,False,False,True -test_072,False,False,True -test_100,False,False,True -normal_001,False,False,True -normal_123,False,False,True -tumor_093,False,False,True -patient_060_node_0,False,False,True -patient_060_node_1,False,False,True -patient_060_node_2,False,False,True -patient_060_node_3,False,False,True -patient_060_node_4,False,False,True -tumor_026,False,False,True -tumor_075,False,False,True -tumor_063,False,False,True -tumor_071,False,False,True -tumor_060,False,False,True -tumor_110,False,False,True -tumor_104,False,False,True -test_004,False,False,True -test_048,False,False,True -tumor_091,False,False,True -test_108,False,False,True -test_040,False,False,True -test_051,False,False,True -test_061,False,False,True -test_011,False,False,True -patient_069_node_0,False,False,True -patient_069_node_1,False,False,True -patient_069_node_2,False,False,True -patient_069_node_3,False,False,True -patient_069_node_4,False,False,True -tumor_035,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_3_descriptor.csv b/splits/camelyon_40x_cv_50/splits_3_descriptor.csv deleted file mode 100644 index d1ead689..00000000 --- a/splits/camelyon_40x_cv_50/splits_3_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,176,61,43 -tumor_tissue,116,33,27 diff --git a/splits/camelyon_40x_cv_50/splits_4.csv b/splits/camelyon_40x_cv_50/splits_4.csv deleted file mode 100644 index 5138c6ff..00000000 --- a/splits/camelyon_40x_cv_50/splits_4.csv +++ /dev/null @@ -1,289 +0,0 @@ -,train,val,test -0,normal_001,normal_018,normal_007 -1,normal_002,normal_025,test_125 -2,normal_003,test_103,patient_059_node_0 -3,normal_004,test_123,patient_059_node_1 -4,normal_006,test_060,patient_059_node_2 -5,normal_008,normal_109,patient_059_node_3 -6,normal_010,patient_076_node_0,patient_059_node_4 -7,normal_011,patient_076_node_1,normal_017 -8,normal_012,patient_076_node_2,test_022 -9,normal_013,patient_076_node_3,patient_061_node_0 -10,normal_015,patient_076_node_4,patient_061_node_1 -11,normal_016,normal_129,patient_061_node_2 -12,normal_020,patient_089_node_0,patient_061_node_3 -13,normal_021,patient_089_node_1,patient_061_node_4 -14,normal_022,patient_089_node_2,normal_072 -15,normal_023,patient_089_node_3,normal_092 -16,normal_024,patient_089_node_4,normal_019 -17,normal_026,test_128,patient_054_node_0 -18,normal_027,normal_082,patient_054_node_1 -19,normal_029,normal_037,patient_054_node_2 -20,normal_030,test_028,patient_054_node_3 -21,normal_032,patient_042_node_0,patient_054_node_4 -22,normal_033,patient_042_node_1,normal_098 -23,normal_034,patient_042_node_2,patient_064_node_0 -24,normal_035,patient_042_node_3,patient_064_node_1 -25,normal_036,patient_042_node_4,patient_064_node_2 -26,normal_038,test_096,patient_064_node_3 -27,normal_039,patient_013_node_0,patient_064_node_4 -28,normal_040,patient_013_node_1,normal_107 -29,normal_041,patient_013_node_2,normal_009 -30,normal_042,patient_013_node_3,normal_057 -31,normal_043,patient_013_node_4,patient_088_node_0 -32,normal_044,normal_005,patient_088_node_1 -33,normal_045,test_078,patient_088_node_2 -34,normal_046,test_055,patient_088_node_3 -35,normal_047,normal_093,patient_088_node_4 -36,normal_048,normal_064,test_039 -37,normal_051,normal_049,patient_099_node_0 -38,normal_052,patient_032_node_0,patient_099_node_1 -39,normal_054,patient_032_node_1,patient_099_node_2 -40,normal_055,patient_032_node_2,patient_099_node_3 -41,normal_056,patient_032_node_3,patient_099_node_4 -42,normal_058,patient_032_node_4,normal_102 -43,normal_059,patient_036_node_0,normal_050 -44,normal_060,patient_036_node_1,normal_090 -45,normal_061,patient_036_node_2,test_089 -46,normal_062,patient_036_node_3,patient_050_node_0 -47,normal_063,patient_036_node_4,patient_050_node_1 -48,normal_065,test_130,patient_050_node_2 -49,normal_066,patient_067_node_0,patient_050_node_3 -50,normal_067,patient_067_node_1,patient_050_node_4 -51,normal_069,patient_067_node_2,patient_015_node_0 -52,normal_070,patient_067_node_3,patient_015_node_1 -53,normal_071,patient_067_node_4,patient_015_node_2 -54,normal_073,normal_031,patient_015_node_3 -55,normal_074,normal_083,patient_015_node_4 -56,normal_075,patient_068_node_0,normal_014 -57,normal_076,patient_068_node_1,normal_103 -58,normal_077,patient_068_node_2,normal_105 -59,normal_078,patient_068_node_3,normal_028 -60,normal_079,patient_068_node_4,normal_147 -61,normal_080,normal_125,normal_053 -62,normal_081,normal_068,normal_149 -63,normal_084,tumor_042,test_052 -64,normal_085,test_068,tumor_079 -65,normal_087,test_064,patient_011_node_0 -66,normal_088,test_027,patient_011_node_1 -67,normal_089,test_021,patient_011_node_2 -68,normal_091,tumor_110,patient_011_node_3 -69,normal_094,tumor_010,patient_011_node_4 -70,normal_095,test_073,tumor_092 -71,normal_096,tumor_045,tumor_051 -72,normal_097,test_114,tumor_006 -73,normal_099,patient_094_node_0,tumor_084 -74,normal_100,patient_094_node_1,patient_016_node_0 -75,normal_101,patient_094_node_2,patient_016_node_1 -76,normal_104,patient_094_node_3,patient_016_node_2 -77,normal_106,patient_094_node_4,patient_016_node_3 -78,normal_108,test_038,patient_016_node_4 -79,normal_110,patient_010_node_0,test_002 -80,normal_111,patient_010_node_1,tumor_004 -81,normal_112,patient_010_node_2,test_061 -82,normal_113,patient_010_node_3,test_075 -83,normal_114,patient_010_node_4,tumor_071 -84,normal_115,tumor_091,test_065 -85,normal_116,tumor_028,tumor_049 -86,normal_117,tumor_026,test_097 -87,normal_118,test_046,tumor_025 -88,normal_119,tumor_016,patient_097_node_0 -89,normal_120,tumor_076,patient_097_node_1 -90,normal_121,,patient_097_node_2 -91,normal_122,,patient_097_node_3 -92,normal_123,,patient_097_node_4 -93,normal_124,,test_104 -94,normal_126,, -95,normal_127,, -96,normal_128,, -97,normal_130,, -98,normal_131,, -99,normal_132,, -100,normal_133,, -101,normal_134,, -102,normal_135,, -103,normal_136,, -104,normal_137,, -105,normal_138,, -106,normal_139,, -107,normal_140,, -108,normal_141,, -109,normal_142,, -110,normal_143,, -111,normal_144,, -112,normal_145,, -113,normal_146,, -114,normal_148,, -115,normal_150,, -116,normal_151,, -117,normal_152,, -118,normal_153,, -119,normal_154,, -120,normal_155,, -121,normal_156,, -122,normal_157,, -123,normal_158,, -124,normal_159,, 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-163,patient_029_node_3,, -164,patient_029_node_4,, -165,patient_038_node_0,, -166,patient_038_node_1,, -167,patient_038_node_2,, -168,patient_038_node_3,, -169,patient_038_node_4,, -170,patient_039_node_0,, -171,patient_039_node_1,, -172,patient_039_node_2,, -173,patient_039_node_3,, -174,patient_039_node_4,, -175,patient_045_node_0,, -176,patient_045_node_1,, -177,patient_045_node_2,, -178,patient_045_node_3,, -179,patient_045_node_4,, -180,patient_048_node_0,, -181,patient_048_node_1,, -182,patient_048_node_2,, -183,patient_048_node_3,, -184,patient_048_node_4,, -185,patient_051_node_0,, -186,patient_051_node_1,, -187,patient_051_node_2,, -188,patient_051_node_3,, -189,patient_051_node_4,, -190,patient_052_node_0,, -191,patient_052_node_1,, -192,patient_052_node_2,, -193,patient_052_node_3,, -194,patient_052_node_4,, -195,patient_060_node_0,, -196,patient_060_node_1,, -197,patient_060_node_2,, -198,patient_060_node_3,, -199,patient_060_node_4,, -200,patient_062_node_0,, -201,patient_062_node_1,, -202,patient_062_node_2,, -203,patient_062_node_3,, -204,patient_062_node_4,, -205,patient_063_node_0,, -206,patient_063_node_1,, -207,patient_063_node_2,, -208,patient_063_node_3,, -209,patient_063_node_4,, -210,patient_065_node_0,, -211,patient_065_node_1,, -212,patient_065_node_2,, -213,patient_065_node_3,, -214,patient_065_node_4,, -215,patient_069_node_0,, -216,patient_069_node_1,, -217,patient_069_node_2,, -218,patient_069_node_3,, -219,patient_069_node_4,, -220,patient_092_node_0,, -221,patient_092_node_1,, -222,patient_092_node_2,, -223,patient_092_node_3,, -224,patient_092_node_4,, -225,patient_095_node_0,, -226,patient_095_node_1,, -227,patient_095_node_2,, -228,patient_095_node_3,, -229,patient_095_node_4,, -230,patient_096_node_0,, -231,patient_096_node_1,, -232,patient_096_node_2,, -233,patient_096_node_3,, -234,patient_096_node_4,, -235,test_001,, -236,test_004,, -237,test_008,, -238,test_010,, -239,test_011,, -240,test_013,, -241,test_016,, -242,test_026,, -243,test_029,, -244,test_030,, -245,test_033,, -246,test_040,, -247,test_048,, -248,test_051,, -249,test_066,, -250,test_069,, -251,test_071,, -252,test_074,, -253,test_079,, -254,test_082,, -255,test_084,, -256,test_090,, -257,test_092,, -258,test_094,, -259,test_099,, -260,test_102,, -261,test_105,, -262,test_108,, -263,test_110,, -264,test_113,, -265,test_116,, -266,test_117,, -267,test_121,, -268,test_122,, -269,tumor_001,, -270,tumor_002,, -271,tumor_003,, -272,tumor_005,, -273,tumor_007,, -274,tumor_008,, -275,tumor_009,, -276,tumor_011,, -277,tumor_012,, -278,tumor_013,, -279,tumor_014,, -280,tumor_015,, -281,tumor_017,, -282,tumor_018,, -283,tumor_019,, -284,tumor_020,, -285,tumor_021,, -286,tumor_022,, -287,tumor_023,, diff --git a/splits/camelyon_40x_cv_50/splits_4_bool.csv b/splits/camelyon_40x_cv_50/splits_4_bool.csv deleted file mode 100644 index c4b0f141..00000000 --- a/splits/camelyon_40x_cv_50/splits_4_bool.csv +++ /dev/null @@ -1,473 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_038,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_042,True,False,False -normal_043,True,False,False -normal_044,True,False,False -normal_045,True,False,False -normal_046,True,False,False -normal_047,True,False,False -normal_048,True,False,False -normal_051,True,False,False -normal_052,True,False,False -normal_054,True,False,False -normal_055,True,False,False -normal_056,True,False,False -normal_058,True,False,False -normal_059,True,False,False -normal_060,True,False,False -normal_061,True,False,False -normal_062,True,False,False -normal_063,True,False,False -normal_065,True,False,False -normal_066,True,False,False -normal_067,True,False,False -normal_069,True,False,False -normal_070,True,False,False -normal_071,True,False,False -normal_073,True,False,False -normal_074,True,False,False -normal_075,True,False,False -normal_076,True,False,False -normal_077,True,False,False -normal_078,True,False,False -normal_079,True,False,False -normal_080,True,False,False -normal_081,True,False,False -normal_084,True,False,False -normal_085,True,False,False -normal_087,True,False,False -normal_088,True,False,False 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-tumor_004,False,False,True -test_061,False,False,True -test_075,False,False,True -tumor_071,False,False,True -test_065,False,False,True -tumor_049,False,False,True -test_097,False,False,True -tumor_025,False,False,True -patient_097_node_0,False,False,True -patient_097_node_1,False,False,True -patient_097_node_2,False,False,True -patient_097_node_3,False,False,True -patient_097_node_4,False,False,True -test_104,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_4_descriptor.csv b/splits/camelyon_40x_cv_50/splits_4_descriptor.csv deleted file mode 100644 index 050c4c5f..00000000 --- a/splits/camelyon_40x_cv_50/splits_4_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,170,55,66 -tumor_tissue,118,35,28 diff --git a/splits/camelyon_40x_cv_50/splits_5.csv b/splits/camelyon_40x_cv_50/splits_5.csv deleted file mode 100644 index 52a00a73..00000000 --- a/splits/camelyon_40x_cv_50/splits_5.csv +++ /dev/null @@ -1,293 +0,0 @@ -,train,val,test 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5f67eb8d..00000000 --- a/splits/camelyon_40x_cv_50/splits_5_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,179,59,50 -tumor_tissue,113,31,32 diff --git a/splits/camelyon_40x_cv_50/splits_6.csv b/splits/camelyon_40x_cv_50/splits_6.csv deleted file mode 100644 index 48f9c7ff..00000000 --- a/splits/camelyon_40x_cv_50/splits_6.csv +++ /dev/null @@ -1,289 +0,0 @@ -,train,val,test -0,normal_001,test_118,normal_081 -1,normal_002,normal_046,test_115 -2,normal_004,normal_129,normal_011 -3,normal_005,test_123,patient_046_node_0 -4,normal_006,test_015,patient_046_node_1 -5,normal_007,normal_146,patient_046_node_2 -6,normal_009,test_056,patient_046_node_3 -7,normal_013,test_047,patient_046_node_4 -8,normal_015,normal_043,normal_037 -9,normal_016,normal_056,normal_108 -10,normal_017,normal_042,normal_091 -11,normal_018,normal_014,normal_087 -12,normal_020,test_042,normal_019 -13,normal_021,normal_127,patient_054_node_0 -14,normal_022,normal_088,patient_054_node_1 -15,normal_023,normal_068,patient_054_node_2 -16,normal_024,normal_010,patient_054_node_3 -17,normal_025,normal_026,patient_054_node_4 -18,normal_027,normal_147,test_018 -19,normal_028,normal_012,patient_003_node_0 -20,normal_029,patient_064_node_0,patient_003_node_1 -21,normal_030,patient_064_node_1,patient_003_node_2 -22,normal_031,patient_064_node_2,patient_003_node_3 -23,normal_032,patient_064_node_3,patient_003_node_4 -24,normal_033,patient_064_node_4,normal_119 -25,normal_034,patient_078_node_0,normal_103 -26,normal_035,patient_078_node_1,normal_073 -27,normal_036,patient_078_node_2,normal_123 -28,normal_038,patient_078_node_3,patient_004_node_0 -29,normal_039,patient_078_node_4,patient_004_node_1 -30,normal_040,normal_153,patient_004_node_2 -31,normal_041,normal_142,patient_004_node_3 -32,normal_044,normal_050,patient_004_node_4 -33,normal_045,patient_071_node_0,normal_057 -34,normal_047,patient_071_node_1,normal_077 -35,normal_048,patient_071_node_2,normal_130 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-79,normal_106,tumor_106,tumor_031 -80,normal_107,test_027,test_094 -81,normal_109,test_090,tumor_065 -82,normal_110,,tumor_041 -83,normal_111,,test_040 -84,normal_112,,tumor_093 -85,normal_114,,test_068 -86,normal_115,, -87,normal_116,, -88,normal_117,, -89,normal_118,, -90,normal_120,, -91,normal_121,, -92,normal_122,, -93,normal_124,, -94,normal_125,, -95,normal_126,, -96,normal_128,, -97,normal_131,, -98,normal_132,, -99,normal_133,, -100,normal_134,, -101,normal_135,, -102,normal_136,, -103,normal_137,, -104,normal_138,, -105,normal_139,, -106,normal_140,, -107,normal_141,, -108,normal_143,, -109,normal_144,, -110,normal_145,, -111,normal_148,, -112,normal_149,, -113,normal_150,, -114,normal_151,, -115,normal_152,, -116,normal_154,, -117,normal_155,, -118,normal_156,, -119,normal_157,, -120,normal_158,, -121,normal_159,, -122,normal_160,, -123,patient_000_node_0,, -124,patient_000_node_1,, -125,patient_000_node_2,, -126,patient_000_node_3,, -127,patient_000_node_4,, 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-204,patient_065_node_1,, -205,patient_065_node_2,, -206,patient_065_node_3,, -207,patient_065_node_4,, -208,patient_069_node_0,, -209,patient_069_node_1,, -210,patient_069_node_2,, -211,patient_069_node_3,, -212,patient_069_node_4,, -213,patient_092_node_0,, -214,patient_092_node_1,, -215,patient_092_node_2,, -216,patient_092_node_3,, -217,patient_092_node_4,, -218,patient_094_node_0,, -219,patient_094_node_1,, -220,patient_094_node_2,, -221,patient_094_node_3,, -222,patient_094_node_4,, -223,patient_096_node_0,, -224,patient_096_node_1,, -225,patient_096_node_2,, -226,patient_096_node_3,, -227,patient_096_node_4,, -228,patient_097_node_0,, -229,patient_097_node_1,, -230,patient_097_node_2,, -231,patient_097_node_3,, -232,patient_097_node_4,, -233,test_001,, -234,test_002,, -235,test_004,, -236,test_008,, -237,test_010,, -238,test_011,, -239,test_013,, -240,test_016,, -241,test_021,, -242,test_029,, -243,test_046,, -244,test_048,, -245,test_051,, -246,test_052,, -247,test_061,, -248,test_065,, -249,test_066,, -250,test_069,, -251,test_071,, -252,test_073,, -253,test_074,, -254,test_075,, -255,test_079,, -256,test_082,, -257,test_084,, -258,test_097,, -259,test_104,, -260,test_108,, -261,test_113,, -262,test_114,, -263,test_116,, -264,test_117,, -265,test_121,, -266,tumor_001,, -267,tumor_002,, -268,tumor_003,, -269,tumor_004,, -270,tumor_005,, -271,tumor_006,, -272,tumor_008,, -273,tumor_009,, -274,tumor_011,, -275,tumor_012,, -276,tumor_013,, -277,tumor_014,, -278,tumor_015,, -279,tumor_016,, -280,tumor_017,, -281,tumor_018,, -282,tumor_019,, -283,tumor_021,, -284,tumor_022,, -285,tumor_023,, -286,tumor_025,, -287,tumor_026,, diff --git a/splits/camelyon_40x_cv_50/splits_6_bool.csv b/splits/camelyon_40x_cv_50/splits_6_bool.csv deleted file mode 100644 index 17531fc4..00000000 --- a/splits/camelyon_40x_cv_50/splits_6_bool.csv +++ /dev/null @@ -1,457 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_006,True,False,False -normal_007,True,False,False -normal_009,True,False,False -normal_013,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_038,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_044,True,False,False -normal_045,True,False,False -normal_047,True,False,False -normal_048,True,False,False -normal_051,True,False,False -normal_052,True,False,False -normal_053,True,False,False -normal_054,True,False,False -normal_055,True,False,False -normal_058,True,False,False -normal_059,True,False,False -normal_060,True,False,False -normal_061,True,False,False -normal_062,True,False,False -normal_063,True,False,False -normal_064,True,False,False -normal_065,True,False,False -normal_066,True,False,False -normal_067,True,False,False -normal_069,True,False,False -normal_070,True,False,False -normal_071,True,False,False -normal_072,True,False,False -normal_074,True,False,False -normal_075,True,False,False -normal_076,True,False,False -normal_078,True,False,False -normal_079,True,False,False -normal_080,True,False,False -normal_082,True,False,False -normal_083,True,False,False -normal_084,True,False,False -normal_089,True,False,False -normal_090,True,False,False -normal_092,True,False,False -normal_093,True,False,False -normal_094,True,False,False -normal_095,True,False,False -normal_096,True,False,False -normal_097,True,False,False -normal_098,True,False,False -normal_099,True,False,False -normal_100,True,False,False -normal_101,True,False,False -normal_102,True,False,False -normal_104,True,False,False -normal_105,True,False,False -normal_106,True,False,False -normal_107,True,False,False -normal_109,True,False,False -normal_110,True,False,False -normal_111,True,False,False -normal_112,True,False,False -normal_114,True,False,False -normal_115,True,False,False -normal_116,True,False,False -normal_117,True,False,False -normal_118,True,False,False -normal_120,True,False,False -normal_121,True,False,False -normal_122,True,False,False -normal_124,True,False,False -normal_125,True,False,False -normal_126,True,False,False -normal_128,True,False,False -normal_131,True,False,False -normal_132,True,False,False -normal_133,True,False,False -normal_134,True,False,False -normal_135,True,False,False -normal_136,True,False,False -normal_137,True,False,False -normal_138,True,False,False -normal_139,True,False,False -normal_140,True,False,False -normal_141,True,False,False -normal_143,True,False,False -normal_144,True,False,False -normal_145,True,False,False -normal_148,True,False,False -normal_149,True,False,False -normal_150,True,False,False -normal_151,True,False,False -normal_152,True,False,False -normal_154,True,False,False -normal_155,True,False,False -normal_156,True,False,False -normal_157,True,False,False -normal_158,True,False,False -normal_159,True,False,False -normal_160,True,False,False -patient_000_node_0,True,False,False -patient_000_node_1,True,False,False -patient_000_node_2,True,False,False -patient_000_node_3,True,False,False -patient_000_node_4,True,False,False -patient_001_node_0,True,False,False -patient_001_node_1,True,False,False -patient_001_node_2,True,False,False -patient_001_node_3,True,False,False -patient_001_node_4,True,False,False -patient_010_node_0,True,False,False -patient_010_node_1,True,False,False 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-patient_078_node_2,False,True,False -patient_078_node_3,False,True,False -patient_078_node_4,False,True,False -normal_153,False,True,False -normal_142,False,True,False -normal_050,False,True,False -patient_071_node_0,False,True,False -patient_071_node_1,False,True,False -patient_071_node_2,False,True,False -patient_071_node_3,False,True,False -patient_071_node_4,False,True,False -normal_113,False,True,False -test_078,False,True,False -test_014,False,True,False -normal_003,False,True,False -patient_099_node_0,False,True,False -patient_099_node_1,False,True,False -patient_099_node_2,False,True,False -patient_099_node_3,False,True,False -patient_099_node_4,False,True,False -test_038,False,True,False -test_099,False,True,False -patient_052_node_0,False,True,False -patient_052_node_1,False,True,False -patient_052_node_2,False,True,False -patient_052_node_3,False,True,False -patient_052_node_4,False,True,False -test_030,False,True,False -patient_038_node_0,False,True,False -patient_038_node_1,False,True,False -patient_038_node_2,False,True,False -patient_038_node_3,False,True,False -patient_038_node_4,False,True,False -tumor_057,False,True,False -tumor_029,False,True,False -patient_095_node_0,False,True,False -patient_095_node_1,False,True,False -patient_095_node_2,False,True,False -patient_095_node_3,False,True,False -patient_095_node_4,False,True,False -test_122,False,True,False -test_064,False,True,False -patient_021_node_0,False,True,False -patient_021_node_1,False,True,False -patient_021_node_2,False,True,False -patient_021_node_3,False,True,False -patient_021_node_4,False,True,False -test_026,False,True,False -test_102,False,True,False -tumor_010,False,True,False -test_105,False,True,False -test_110,False,True,False -tumor_106,False,True,False -test_027,False,True,False -test_090,False,True,False -normal_081,False,False,True -test_115,False,False,True -normal_011,False,False,True -patient_046_node_0,False,False,True -patient_046_node_1,False,False,True -patient_046_node_2,False,False,True -patient_046_node_3,False,False,True -patient_046_node_4,False,False,True -normal_037,False,False,True -normal_108,False,False,True -normal_091,False,False,True -normal_087,False,False,True -normal_019,False,False,True -patient_054_node_0,False,False,True -patient_054_node_1,False,False,True -patient_054_node_2,False,False,True -patient_054_node_3,False,False,True -patient_054_node_4,False,False,True -test_018,False,False,True -patient_003_node_0,False,False,True -patient_003_node_1,False,False,True -patient_003_node_2,False,False,True -patient_003_node_3,False,False,True -patient_003_node_4,False,False,True -normal_119,False,False,True -normal_103,False,False,True -normal_073,False,False,True -normal_123,False,False,True -patient_004_node_0,False,False,True -patient_004_node_1,False,False,True -patient_004_node_2,False,False,True -patient_004_node_3,False,False,True -patient_004_node_4,False,False,True -normal_057,False,False,True -normal_077,False,False,True -normal_130,False,False,True -normal_008,False,False,True -test_095,False,False,True -patient_050_node_0,False,False,True -patient_050_node_1,False,False,True -patient_050_node_2,False,False,True -patient_050_node_3,False,False,True -patient_050_node_4,False,False,True -test_072,False,False,True -test_091,False,False,True -patient_015_node_0,False,False,True -patient_015_node_1,False,False,True -patient_015_node_2,False,False,True -patient_015_node_3,False,False,True -patient_015_node_4,False,False,True -normal_085,False,False,True -normal_049,False,False,True -test_077,False,False,True -test_076,False,False,True -test_089,False,False,True -tumor_007,False,False,True -tumor_024,False,False,True -test_092,False,False,True -patient_008_node_0,False,False,True -patient_008_node_1,False,False,True -patient_008_node_2,False,False,True -patient_008_node_3,False,False,True -patient_008_node_4,False,False,True -tumor_087,False,False,True -tumor_020,False,False,True -tumor_075,False,False,True -test_033,False,False,True -patient_029_node_0,False,False,True -patient_029_node_1,False,False,True -patient_029_node_2,False,False,True -patient_029_node_3,False,False,True -patient_029_node_4,False,False,True -tumor_048,False,False,True -patient_019_node_0,False,False,True -patient_019_node_1,False,False,True -patient_019_node_2,False,False,True -patient_019_node_3,False,False,True -patient_019_node_4,False,False,True -tumor_038,False,False,True -tumor_031,False,False,True -test_094,False,False,True -tumor_065,False,False,True -tumor_041,False,False,True -test_040,False,False,True -tumor_093,False,False,True -test_068,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_6_descriptor.csv b/splits/camelyon_40x_cv_50/splits_6_descriptor.csv deleted file mode 100644 index 11ef347c..00000000 --- a/splits/camelyon_40x_cv_50/splits_6_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,175,55,57 -tumor_tissue,113,27,29 diff --git a/splits/camelyon_40x_cv_50/splits_7.csv b/splits/camelyon_40x_cv_50/splits_7.csv deleted file mode 100644 index 3bb78f2a..00000000 --- a/splits/camelyon_40x_cv_50/splits_7.csv +++ /dev/null @@ -1,301 +0,0 @@ -,train,val,test -0,normal_001,patient_067_node_0,normal_112 -1,normal_002,patient_067_node_1,patient_047_node_0 -2,normal_003,patient_067_node_2,patient_047_node_1 -3,normal_004,patient_067_node_3,patient_047_node_2 -4,normal_005,patient_067_node_4,patient_047_node_3 -5,normal_006,normal_099,patient_047_node_4 -6,normal_008,test_054,patient_075_node_0 -7,normal_009,normal_134,patient_075_node_1 -8,normal_010,test_126,patient_075_node_2 -9,normal_011,normal_093,patient_075_node_3 -10,normal_014,normal_046,patient_075_node_4 -11,normal_017,test_003,normal_127 -12,normal_018,test_109,normal_015 -13,normal_019,normal_072,normal_105 -14,normal_020,normal_125,normal_007 -15,normal_021,patient_081_node_0,patient_056_node_0 -16,normal_022,patient_081_node_1,patient_056_node_1 -17,normal_023,patient_081_node_2,patient_056_node_2 -18,normal_024,patient_081_node_3,patient_056_node_3 -19,normal_025,patient_081_node_4,patient_056_node_4 -20,normal_026,normal_067,test_103 -21,normal_028,patient_032_node_0,normal_090 -22,normal_029,patient_032_node_1,patient_000_node_0 -23,normal_030,patient_032_node_2,patient_000_node_1 -24,normal_031,patient_032_node_3,patient_000_node_2 -25,normal_032,patient_032_node_4,patient_000_node_3 -26,normal_033,test_098,patient_000_node_4 -27,normal_034,normal_012,test_081 -28,normal_035,normal_027,normal_126 -29,normal_036,normal_080,normal_016 -30,normal_037,normal_094,normal_050 -31,normal_038,test_076,test_087 -32,normal_039,patient_024_node_0,normal_107 -33,normal_040,patient_024_node_1,normal_123 -34,normal_041,patient_024_node_2,test_047 -35,normal_042,patient_024_node_3,normal_013 -36,normal_044,patient_024_node_4,normal_146 -37,normal_045,normal_156,normal_074 -38,normal_047,normal_079,normal_060 -39,normal_048,test_031,normal_109 -40,normal_049,test_100,test_032 -41,normal_051,normal_157,patient_041_node_0 -42,normal_052,patient_033_node_0,patient_041_node_1 -43,normal_053,patient_033_node_1,patient_041_node_2 -44,normal_054,patient_033_node_2,patient_041_node_3 -45,normal_055,patient_033_node_3,patient_041_node_4 -46,normal_056,patient_033_node_4,test_063 -47,normal_057,normal_064,normal_043 -48,normal_058,patient_068_node_0,patient_090_node_0 -49,normal_059,patient_068_node_1,patient_090_node_1 -50,normal_061,patient_068_node_2,patient_090_node_2 -51,normal_062,patient_068_node_3,patient_090_node_3 -52,normal_063,patient_068_node_4,patient_090_node_4 -53,normal_065,patient_036_node_0,normal_150 -54,normal_066,patient_036_node_1,test_058 -55,normal_068,patient_036_node_2,test_074 -56,normal_069,patient_036_node_3,test_040 -57,normal_070,patient_036_node_4,test_121 -58,normal_071,patient_004_node_0,test_071 -59,normal_073,patient_004_node_1,test_113 -60,normal_075,patient_004_node_2,test_110 -61,normal_076,patient_004_node_3,tumor_060 -62,normal_077,patient_004_node_4,test_013 -63,normal_078,tumor_051,tumor_030 -64,normal_081,tumor_054,tumor_026 -65,normal_082,tumor_036,test_117 -66,normal_083,tumor_057,tumor_040 -67,normal_084,test_048,tumor_021 -68,normal_085,patient_062_node_0,tumor_097 -69,normal_087,patient_062_node_1,test_122 -70,normal_088,patient_062_node_2,tumor_014 -71,normal_089,patient_062_node_3,tumor_067 -72,normal_091,patient_062_node_4,tumor_104 -73,normal_092,tumor_089,test_068 -74,normal_095,tumor_071, -75,normal_096,tumor_029, -76,normal_097,tumor_006, -77,normal_098,tumor_080, -78,normal_100,tumor_011, -79,normal_101,tumor_059, -80,normal_102,tumor_107, -81,normal_103,test_002, -82,normal_104,test_033, -83,normal_106,tumor_075, -84,normal_108,tumor_007, -85,normal_110,patient_095_node_0, -86,normal_111,patient_095_node_1, -87,normal_113,patient_095_node_2, -88,normal_114,patient_095_node_3, -89,normal_115,patient_095_node_4, -90,normal_116,, -91,normal_117,, -92,normal_118,, -93,normal_119,, -94,normal_120,, -95,normal_121,, -96,normal_122,, -97,normal_124,, -98,normal_128,, -99,normal_129,, -100,normal_130,, -101,normal_131,, -102,normal_132,, -103,normal_133,, -104,normal_135,, -105,normal_136,, -106,normal_137,, -107,normal_138,, -108,normal_139,, -109,normal_140,, -110,normal_141,, -111,normal_142,, -112,normal_143,, -113,normal_144,, -114,normal_145,, -115,normal_147,, -116,normal_148,, -117,normal_149,, -118,normal_151,, -119,normal_152,, -120,normal_153,, -121,normal_154,, -122,normal_155,, -123,normal_158,, -124,normal_159,, -125,patient_008_node_0,, -126,patient_008_node_1,, -127,patient_008_node_2,, -128,patient_008_node_3,, -129,patient_008_node_4,, -130,patient_010_node_0,, -131,patient_010_node_1,, -132,patient_010_node_2,, -133,patient_010_node_3,, -134,patient_010_node_4,, -135,patient_011_node_0,, -136,patient_011_node_1,, -137,patient_011_node_2,, -138,patient_011_node_3,, -139,patient_011_node_4,, -140,patient_012_node_0,, -141,patient_012_node_1,, -142,patient_012_node_2,, -143,patient_012_node_3,, -144,patient_012_node_4,, -145,patient_016_node_0,, -146,patient_016_node_1,, -147,patient_016_node_2,, -148,patient_016_node_3,, -149,patient_016_node_4,, -150,patient_019_node_0,, -151,patient_019_node_1,, -152,patient_019_node_2,, -153,patient_019_node_3,, -154,patient_019_node_4,, -155,patient_021_node_0,, -156,patient_021_node_1,, -157,patient_021_node_2,, -158,patient_021_node_3,, -159,patient_021_node_4,, -160,patient_022_node_0,, -161,patient_022_node_1,, -162,patient_022_node_2,, -163,patient_022_node_3,, -164,patient_022_node_4,, -165,patient_027_node_0,, -166,patient_027_node_1,, -167,patient_027_node_2,, -168,patient_027_node_3,, -169,patient_027_node_4,, -170,patient_028_node_0,, -171,patient_028_node_1,, -172,patient_028_node_2,, -173,patient_028_node_3,, -174,patient_028_node_4,, -175,patient_029_node_0,, -176,patient_029_node_1,, -177,patient_029_node_2,, -178,patient_029_node_3,, -179,patient_029_node_4,, -180,patient_038_node_0,, -181,patient_038_node_1,, -182,patient_038_node_2,, -183,patient_038_node_3,, -184,patient_038_node_4,, -185,patient_039_node_0,, -186,patient_039_node_1,, -187,patient_039_node_2,, -188,patient_039_node_3,, -189,patient_039_node_4,, -190,patient_045_node_0,, -191,patient_045_node_1,, -192,patient_045_node_2,, -193,patient_045_node_3,, -194,patient_045_node_4,, -195,patient_048_node_0,, -196,patient_048_node_1,, -197,patient_048_node_2,, -198,patient_048_node_3,, -199,patient_048_node_4,, -200,patient_051_node_0,, -201,patient_051_node_1,, -202,patient_051_node_2,, -203,patient_051_node_3,, -204,patient_051_node_4,, -205,patient_052_node_0,, -206,patient_052_node_1,, -207,patient_052_node_2,, -208,patient_052_node_3,, -209,patient_052_node_4,, -210,patient_060_node_0,, -211,patient_060_node_1,, -212,patient_060_node_2,, -213,patient_060_node_3,, -214,patient_060_node_4,, -215,patient_063_node_0,, -216,patient_063_node_1,, -217,patient_063_node_2,, -218,patient_063_node_3,, -219,patient_063_node_4,, -220,patient_065_node_0,, -221,patient_065_node_1,, -222,patient_065_node_2,, -223,patient_065_node_3,, -224,patient_065_node_4,, -225,patient_069_node_0,, -226,patient_069_node_1,, -227,patient_069_node_2,, -228,patient_069_node_3,, -229,patient_069_node_4,, -230,patient_092_node_0,, -231,patient_092_node_1,, -232,patient_092_node_2,, -233,patient_092_node_3,, -234,patient_092_node_4,, -235,patient_094_node_0,, -236,patient_094_node_1,, -237,patient_094_node_2,, -238,patient_094_node_3,, -239,patient_094_node_4,, -240,patient_096_node_0,, -241,patient_096_node_1,, -242,patient_096_node_2,, -243,patient_096_node_3,, -244,patient_096_node_4,, -245,patient_097_node_0,, -246,patient_097_node_1,, -247,patient_097_node_2,, -248,patient_097_node_3,, -249,patient_097_node_4,, -250,test_001,, -251,test_004,, -252,test_008,, -253,test_010,, -254,test_011,, -255,test_016,, -256,test_021,, -257,test_026,, -258,test_027,, -259,test_029,, -260,test_030,, -261,test_038,, -262,test_046,, -263,test_051,, -264,test_052,, -265,test_061,, -266,test_064,, -267,test_065,, -268,test_066,, -269,test_069,, -270,test_073,, -271,test_075,, -272,test_079,, -273,test_082,, -274,test_084,, -275,test_090,, -276,test_092,, -277,test_094,, -278,test_097,, -279,test_099,, -280,test_102,, -281,test_104,, -282,test_105,, -283,test_108,, -284,test_114,, -285,test_116,, -286,tumor_001,, -287,tumor_002,, -288,tumor_003,, -289,tumor_004,, -290,tumor_005,, -291,tumor_008,, -292,tumor_009,, -293,tumor_010,, -294,tumor_012,, -295,tumor_013,, -296,tumor_015,, -297,tumor_016,, -298,tumor_017,, -299,tumor_018,, diff --git a/splits/camelyon_40x_cv_50/splits_7_bool.csv b/splits/camelyon_40x_cv_50/splits_7_bool.csv deleted file mode 100644 index 5eee566e..00000000 --- a/splits/camelyon_40x_cv_50/splits_7_bool.csv +++ /dev/null @@ -1,465 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_014,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_037,True,False,False -normal_038,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_042,True,False,False -normal_044,True,False,False -normal_045,True,False,False -normal_047,True,False,False -normal_048,True,False,False -normal_049,True,False,False -normal_051,True,False,False -normal_052,True,False,False -normal_053,True,False,False -normal_054,True,False,False -normal_055,True,False,False -normal_056,True,False,False -normal_057,True,False,False -normal_058,True,False,False -normal_059,True,False,False -normal_061,True,False,False -normal_062,True,False,False -normal_063,True,False,False -normal_065,True,False,False -normal_066,True,False,False -normal_068,True,False,False -normal_069,True,False,False -normal_070,True,False,False -normal_071,True,False,False -normal_073,True,False,False -normal_075,True,False,False -normal_076,True,False,False -normal_077,True,False,False -normal_078,True,False,False -normal_081,True,False,False -normal_082,True,False,False -normal_083,True,False,False -normal_084,True,False,False -normal_085,True,False,False -normal_087,True,False,False -normal_088,True,False,False -normal_089,True,False,False -normal_091,True,False,False -normal_092,True,False,False -normal_095,True,False,False -normal_096,True,False,False -normal_097,True,False,False -normal_098,True,False,False -normal_100,True,False,False -normal_101,True,False,False -normal_102,True,False,False -normal_103,True,False,False -normal_104,True,False,False -normal_106,True,False,False -normal_108,True,False,False -normal_110,True,False,False -normal_111,True,False,False -normal_113,True,False,False -normal_114,True,False,False -normal_115,True,False,False -normal_116,True,False,False -normal_117,True,False,False -normal_118,True,False,False -normal_119,True,False,False -normal_120,True,False,False -normal_121,True,False,False -normal_122,True,False,False -normal_124,True,False,False -normal_128,True,False,False -normal_129,True,False,False -normal_130,True,False,False -normal_131,True,False,False -normal_132,True,False,False -normal_133,True,False,False -normal_135,True,False,False -normal_136,True,False,False -normal_137,True,False,False -normal_138,True,False,False -normal_139,True,False,False -normal_140,True,False,False -normal_141,True,False,False -normal_142,True,False,False -normal_143,True,False,False -normal_144,True,False,False -normal_145,True,False,False -normal_147,True,False,False -normal_148,True,False,False -normal_149,True,False,False -normal_151,True,False,False -normal_152,True,False,False -normal_153,True,False,False -normal_154,True,False,False -normal_155,True,False,False -normal_158,True,False,False -normal_159,True,False,False -patient_008_node_0,True,False,False -patient_008_node_1,True,False,False -patient_008_node_2,True,False,False -patient_008_node_3,True,False,False -patient_008_node_4,True,False,False -patient_010_node_0,True,False,False -patient_010_node_1,True,False,False -patient_010_node_2,True,False,False -patient_010_node_3,True,False,False -patient_010_node_4,True,False,False -patient_011_node_0,True,False,False -patient_011_node_1,True,False,False -patient_011_node_2,True,False,False -patient_011_node_3,True,False,False -patient_011_node_4,True,False,False -patient_012_node_0,True,False,False -patient_012_node_1,True,False,False -patient_012_node_2,True,False,False -patient_012_node_3,True,False,False -patient_012_node_4,True,False,False -patient_016_node_0,True,False,False -patient_016_node_1,True,False,False -patient_016_node_2,True,False,False -patient_016_node_3,True,False,False -patient_016_node_4,True,False,False -patient_019_node_0,True,False,False -patient_019_node_1,True,False,False -patient_019_node_2,True,False,False -patient_019_node_3,True,False,False -patient_019_node_4,True,False,False -patient_021_node_0,True,False,False -patient_021_node_1,True,False,False -patient_021_node_2,True,False,False 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-270,test_113,, -271,test_114,, -272,test_116,, -273,test_117,, -274,test_121,, -275,test_122,, -276,tumor_001,, -277,tumor_003,, -278,tumor_004,, -279,tumor_006,, -280,tumor_007,, -281,tumor_008,, -282,tumor_009,, -283,tumor_010,, -284,tumor_012,, -285,tumor_013,, -286,tumor_014,, -287,tumor_015,, -288,tumor_016,, -289,tumor_017,, -290,tumor_018,, -291,tumor_019,, diff --git a/splits/camelyon_40x_cv_50/splits_8_bool.csv b/splits/camelyon_40x_cv_50/splits_8_bool.csv deleted file mode 100644 index 8ec5b1fc..00000000 --- a/splits/camelyon_40x_cv_50/splits_8_bool.csv +++ /dev/null @@ -1,473 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_007,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_011,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_016,True,False,False -normal_017,True,False,False 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-test_048,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_8_descriptor.csv b/splits/camelyon_40x_cv_50/splits_8_descriptor.csv deleted file mode 100644 index 3f708b24..00000000 --- a/splits/camelyon_40x_cv_50/splits_8_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,172,58,61 -tumor_tissue,120,28,33 diff --git a/splits/camelyon_40x_cv_50/splits_9.csv b/splits/camelyon_40x_cv_50/splits_9.csv deleted file mode 100644 index e357a945..00000000 --- a/splits/camelyon_40x_cv_50/splits_9.csv +++ /dev/null @@ -1,297 +0,0 @@ -,train,val,test -0,normal_001,normal_095,patient_007_node_0 -1,normal_002,normal_056,patient_007_node_1 -2,normal_003,patient_078_node_0,patient_007_node_2 -3,normal_004,patient_078_node_1,patient_007_node_3 -4,normal_008,patient_078_node_2,patient_007_node_4 -5,normal_010,patient_078_node_3,normal_115 -6,normal_011,patient_078_node_4,test_088 -7,normal_012,test_063,patient_017_node_0 -8,normal_013,normal_007,patient_017_node_1 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-276,test_116,, -277,test_117,, -278,test_122,, -279,tumor_001,, -280,tumor_003,, -281,tumor_004,, -282,tumor_005,, -283,tumor_006,, -284,tumor_007,, -285,tumor_008,, -286,tumor_009,, -287,tumor_010,, -288,tumor_013,, -289,tumor_015,, -290,tumor_016,, -291,tumor_017,, -292,tumor_018,, -293,tumor_019,, -294,tumor_020,, -295,tumor_021,, diff --git a/splits/camelyon_40x_cv_50/splits_9_bool.csv b/splits/camelyon_40x_cv_50/splits_9_bool.csv deleted file mode 100644 index d2888ed3..00000000 --- a/splits/camelyon_40x_cv_50/splits_9_bool.csv +++ /dev/null @@ -1,477 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_020,True,False,False 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-test_121,False,False,True -test_008,False,False,True -test_092,False,False,True -test_090,False,False,True -tumor_040,False,False,True -test_104,False,False,True diff --git a/splits/camelyon_40x_cv_50/splits_9_descriptor.csv b/splits/camelyon_40x_cv_50/splits_9_descriptor.csv deleted file mode 100644 index 6ed461d2..00000000 --- a/splits/camelyon_40x_cv_50/splits_9_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,178,67,54 -tumor_tissue,118,27,32 diff --git a/splits/camelyon_40x_cv_75/splits_0.csv b/splits/camelyon_40x_cv_75/splits_0.csv deleted file mode 100644 index 8e1720e3..00000000 --- a/splits/camelyon_40x_cv_75/splits_0.csv +++ /dev/null @@ -1,633 +0,0 @@ -,train,val,test -0,normal_003,normal_081,normal_138 -1,normal_004,test_057,test_047 -2,normal_005,test_128,patient_076_node_0 -3,normal_006,patient_041_node_0,patient_076_node_1 -4,normal_007,patient_041_node_1,patient_076_node_2 -5,normal_008,patient_041_node_2,patient_076_node_3 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-tumor_048,False,False,True -test_027,False,False,True -tumor_072,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_0_descriptor.csv b/splits/camelyon_40x_cv_75/splits_0_descriptor.csv deleted file mode 100644 index 3ed0b8bb..00000000 --- a/splits/camelyon_40x_cv_75/splits_0_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,420,68,41 -tumor_tissue,212,30,29 diff --git a/splits/camelyon_40x_cv_75/splits_1.csv b/splits/camelyon_40x_cv_75/splits_1.csv deleted file mode 100644 index 477c744e..00000000 --- a/splits/camelyon_40x_cv_75/splits_1.csv +++ /dev/null @@ -1,593 +0,0 @@ -,train,val,test -0,normal_003,normal_045,normal_129 -1,normal_004,normal_126,normal_014 -2,normal_005,normal_154,test_101 -3,normal_007,test_057,test_023 -4,normal_008,normal_082,normal_113 -5,normal_010,test_044,normal_015 -6,normal_011,patient_079_node_0,patient_066_node_0 -7,normal_012,patient_079_node_1,patient_066_node_1 -8,normal_013,patient_079_node_2,patient_066_node_2 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-test_112,False,False,True -normal_001,False,False,True -patient_041_node_0,False,False,True -patient_041_node_1,False,False,True -patient_041_node_2,False,False,True -patient_041_node_3,False,False,True -patient_041_node_4,False,False,True -test_098,False,False,True -patient_096_node_0,False,False,True -patient_096_node_1,False,False,True -patient_096_node_2,False,False,True -patient_096_node_3,False,False,True -patient_096_node_4,False,False,True -tumor_107,False,False,True -patient_028_node_0,False,False,True -patient_028_node_1,False,False,True -patient_028_node_2,False,False,True -patient_028_node_3,False,False,True -patient_028_node_4,False,False,True -test_075,False,False,True -patient_045_node_0,False,False,True -patient_045_node_1,False,False,True -patient_045_node_2,False,False,True -patient_045_node_3,False,False,True -patient_045_node_4,False,False,True -tumor_080,False,False,True -test_016,False,False,True -test_011,False,False,True -test_114,False,False,True -tumor_043,False,False,True -test_021,False,False,True -patient_092_node_0,False,False,True -patient_092_node_1,False,False,True -patient_092_node_2,False,False,True -patient_092_node_3,False,False,True -patient_092_node_4,False,False,True -patient_065_node_0,False,False,True -patient_065_node_1,False,False,True -patient_065_node_2,False,False,True -patient_065_node_3,False,False,True -patient_065_node_4,False,False,True -tumor_078,False,False,True -test_001,False,False,True -tumor_110,False,False,True -test_033,False,False,True -patient_019_node_0,False,False,True -patient_019_node_1,False,False,True -patient_019_node_2,False,False,True -patient_019_node_3,False,False,True -patient_019_node_4,False,False,True -test_002,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_1_descriptor.csv b/splits/camelyon_40x_cv_75/splits_1_descriptor.csv deleted file mode 100644 index eadd3c5e..00000000 --- a/splits/camelyon_40x_cv_75/splits_1_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,399,64,66 -tumor_tissue,193,38,40 diff --git a/splits/camelyon_40x_cv_75/splits_2.csv b/splits/camelyon_40x_cv_75/splits_2.csv deleted file mode 100644 index de742ec5..00000000 --- a/splits/camelyon_40x_cv_75/splits_2.csv +++ /dev/null @@ -1,597 +0,0 @@ -,train,val,test -0,normal_001,normal_046,normal_123 -1,normal_002,normal_102,patient_015_node_0 -2,normal_003,normal_011,patient_015_node_1 -3,normal_004,test_083,patient_015_node_2 -4,normal_006,test_031,patient_015_node_3 -5,normal_008,patient_087_node_0,patient_015_node_4 -6,normal_010,patient_087_node_1,patient_091_node_0 -7,normal_012,patient_087_node_2,patient_091_node_1 -8,normal_013,patient_087_node_3,patient_091_node_2 -9,normal_014,patient_087_node_4,patient_091_node_3 -10,normal_016,patient_071_node_0,patient_091_node_4 -11,normal_017,patient_071_node_1,normal_015 -12,normal_018,patient_071_node_2,patient_014_node_0 -13,normal_019,patient_071_node_3,patient_014_node_1 -14,normal_020,patient_071_node_4,patient_014_node_2 -15,normal_022,normal_110,patient_014_node_3 -16,normal_024,normal_005,patient_014_node_4 -17,normal_025,patient_061_node_0,test_014 -18,normal_026,patient_061_node_1,patient_013_node_0 -19,normal_027,patient_061_node_2,patient_013_node_1 -20,normal_028,patient_061_node_3,patient_013_node_2 -21,normal_029,patient_061_node_4,patient_013_node_3 -22,normal_030,test_087,patient_013_node_4 -23,normal_031,test_070,patient_085_node_0 -24,normal_033,normal_148,patient_085_node_1 -25,normal_034,normal_044,patient_085_node_2 -26,normal_035,normal_139,patient_085_node_3 -27,normal_036,test_053,patient_085_node_4 -28,normal_038,normal_111,test_109 -29,normal_039,normal_056,test_111 -30,normal_040,normal_160,patient_004_node_0 -31,normal_041,normal_032,patient_004_node_1 -32,normal_042,normal_007,patient_004_node_2 -33,normal_043,patient_057_node_0,patient_004_node_3 -34,normal_045,patient_057_node_1,patient_004_node_4 -35,normal_047,patient_057_node_2,normal_079 -36,normal_048,patient_057_node_3,normal_037 -37,normal_049,patient_057_node_4,normal_021 -38,normal_050,normal_090,test_020 -39,normal_051,normal_009,patient_084_node_0 -40,normal_052,patient_040_node_0,patient_084_node_1 -41,normal_053,patient_040_node_1,patient_084_node_2 -42,normal_054,patient_040_node_2,patient_084_node_3 -43,normal_055,patient_040_node_3,patient_084_node_4 -44,normal_057,patient_040_node_4,test_025 -45,normal_058,normal_023,normal_116 -46,normal_059,test_032,normal_136 -47,normal_060,normal_144,patient_079_node_0 -48,normal_061,patient_078_node_0,patient_079_node_1 -49,normal_062,patient_078_node_1,patient_079_node_2 -50,normal_063,patient_078_node_2,patient_079_node_3 -51,normal_064,patient_078_node_3,patient_079_node_4 -52,normal_065,patient_078_node_4,patient_003_node_0 -53,normal_066,test_078,patient_003_node_1 -54,normal_067,normal_112,patient_003_node_2 -55,normal_068,tumor_076,patient_003_node_3 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-412,patient_016_node_2,, -413,patient_016_node_3,, -414,patient_016_node_4,, -415,patient_019_node_0,, -416,patient_019_node_1,, -417,patient_019_node_2,, -418,patient_019_node_3,, -419,patient_019_node_4,, -420,patient_021_node_0,, -421,patient_021_node_1,, -422,patient_021_node_2,, -423,patient_021_node_3,, -424,patient_021_node_4,, -425,patient_022_node_0,, -426,patient_022_node_1,, -427,patient_022_node_2,, -428,patient_022_node_3,, -429,patient_022_node_4,, -430,patient_027_node_0,, -431,patient_027_node_1,, -432,patient_027_node_2,, -433,patient_027_node_3,, -434,patient_027_node_4,, -435,patient_028_node_0,, -436,patient_028_node_1,, -437,patient_028_node_2,, -438,patient_028_node_3,, -439,patient_028_node_4,, -440,patient_029_node_0,, -441,patient_029_node_1,, -442,patient_029_node_2,, -443,patient_029_node_3,, -444,patient_029_node_4,, -445,patient_038_node_0,, -446,patient_038_node_1,, -447,patient_038_node_2,, -448,patient_038_node_3,, -449,patient_038_node_4,, 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a/splits/camelyon_40x_cv_75/splits_2_bool.csv b/splits/camelyon_40x_cv_75/splits_2_bool.csv deleted file mode 100644 index d5a24445..00000000 --- a/splits/camelyon_40x_cv_75/splits_2_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_020,True,False,False -normal_022,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_033,True,False,False -normal_034,True,False,False 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a/splits/camelyon_40x_cv_75/splits_4.csv b/splits/camelyon_40x_cv_75/splits_4.csv deleted file mode 100644 index 9825f3af..00000000 --- a/splits/camelyon_40x_cv_75/splits_4.csv +++ /dev/null @@ -1,617 +0,0 @@ -,train,val,test -0,normal_001,normal_018,normal_007 -1,normal_002,normal_025,test_125 -2,normal_003,test_103,patient_059_node_0 -3,normal_004,test_123,patient_059_node_1 -4,normal_006,test_060,patient_059_node_2 -5,normal_008,normal_109,patient_059_node_3 -6,normal_010,patient_076_node_0,patient_059_node_4 -7,normal_011,patient_076_node_1,normal_017 -8,normal_012,patient_076_node_2,test_022 -9,normal_013,patient_076_node_3,patient_061_node_0 -10,normal_015,patient_076_node_4,patient_061_node_1 -11,normal_016,normal_129,patient_061_node_2 -12,normal_020,patient_089_node_0,patient_061_node_3 -13,normal_021,patient_089_node_1,patient_061_node_4 -14,normal_022,patient_089_node_2,normal_072 -15,normal_023,patient_089_node_3,normal_092 -16,normal_024,patient_089_node_4,normal_019 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-615,tumor_067,, diff --git a/splits/camelyon_40x_cv_75/splits_4_bool.csv b/splits/camelyon_40x_cv_75/splits_4_bool.csv deleted file mode 100644 index 5a6eb830..00000000 --- a/splits/camelyon_40x_cv_75/splits_4_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_006,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False 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-patient_054_node_4,False,False,True -normal_098,False,False,True -patient_064_node_0,False,False,True -patient_064_node_1,False,False,True -patient_064_node_2,False,False,True -patient_064_node_3,False,False,True -patient_064_node_4,False,False,True -normal_107,False,False,True -normal_009,False,False,True -normal_057,False,False,True -patient_088_node_0,False,False,True -patient_088_node_1,False,False,True -patient_088_node_2,False,False,True -patient_088_node_3,False,False,True -patient_088_node_4,False,False,True -test_039,False,False,True -patient_099_node_0,False,False,True -patient_099_node_1,False,False,True -patient_099_node_2,False,False,True -patient_099_node_3,False,False,True -patient_099_node_4,False,False,True -normal_102,False,False,True -normal_050,False,False,True -normal_090,False,False,True -test_089,False,False,True -patient_050_node_0,False,False,True -patient_050_node_1,False,False,True -patient_050_node_2,False,False,True -patient_050_node_3,False,False,True -patient_050_node_4,False,False,True -patient_015_node_0,False,False,True -patient_015_node_1,False,False,True -patient_015_node_2,False,False,True -patient_015_node_3,False,False,True -patient_015_node_4,False,False,True -normal_014,False,False,True -normal_103,False,False,True -normal_105,False,False,True -normal_028,False,False,True -normal_147,False,False,True -normal_053,False,False,True -normal_149,False,False,True -test_052,False,False,True -tumor_079,False,False,True -patient_011_node_0,False,False,True -patient_011_node_1,False,False,True -patient_011_node_2,False,False,True -patient_011_node_3,False,False,True -patient_011_node_4,False,False,True -tumor_092,False,False,True -tumor_051,False,False,True -tumor_006,False,False,True -tumor_084,False,False,True -patient_016_node_0,False,False,True -patient_016_node_1,False,False,True -patient_016_node_2,False,False,True -patient_016_node_3,False,False,True -patient_016_node_4,False,False,True -test_002,False,False,True -tumor_004,False,False,True -test_061,False,False,True -test_075,False,False,True -tumor_071,False,False,True -test_065,False,False,True -tumor_049,False,False,True -test_097,False,False,True -tumor_025,False,False,True -patient_097_node_0,False,False,True -patient_097_node_1,False,False,True -patient_097_node_2,False,False,True -patient_097_node_3,False,False,True -patient_097_node_4,False,False,True -test_104,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_4_descriptor.csv b/splits/camelyon_40x_cv_75/splits_4_descriptor.csv deleted file mode 100644 index 5d27cb9f..00000000 --- a/splits/camelyon_40x_cv_75/splits_4_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,408,55,66 -tumor_tissue,208,35,28 diff --git a/splits/camelyon_40x_cv_75/splits_5.csv b/splits/camelyon_40x_cv_75/splits_5.csv deleted file mode 100644 index d195b6d3..00000000 --- a/splits/camelyon_40x_cv_75/splits_5.csv +++ /dev/null @@ -1,629 +0,0 @@ -,train,val,test 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-21,normal_027,patient_055_node_1,patient_066_node_3 -22,normal_028,patient_055_node_2,patient_066_node_4 -23,normal_029,patient_055_node_3,patient_053_node_0 -24,normal_031,patient_055_node_4,patient_053_node_1 -25,normal_032,normal_132,patient_053_node_2 -26,normal_033,normal_082,patient_053_node_3 -27,normal_034,test_028,patient_053_node_4 -28,normal_036,normal_098,test_109 -29,normal_037,normal_152,test_072 -30,normal_038,normal_129,normal_073 -31,normal_039,patient_058_node_0,test_020 -32,normal_040,patient_058_node_1,normal_110 -33,normal_041,patient_058_node_2,test_120 -34,normal_042,patient_058_node_3,test_081 -35,normal_043,patient_058_node_4,normal_001 -36,normal_044,patient_056_node_0,normal_157 -37,normal_045,patient_056_node_1,patient_017_node_0 -38,normal_046,patient_056_node_2,patient_017_node_1 -39,normal_047,patient_056_node_3,patient_017_node_2 -40,normal_048,patient_056_node_4,patient_017_node_3 -41,normal_049,test_058,patient_017_node_4 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a/splits/camelyon_40x_cv_75/splits_5_bool.csv b/splits/camelyon_40x_cv_75/splits_5_bool.csv deleted file mode 100644 index af1d871c..00000000 --- a/splits/camelyon_40x_cv_75/splits_5_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_002,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_007,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_031,True,False,False -normal_032,True,False,False 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-patient_094_node_0,False,False,True -patient_094_node_1,False,False,True -patient_094_node_2,False,False,True -patient_094_node_3,False,False,True -patient_094_node_4,False,False,True -tumor_012,False,False,True -tumor_105,False,False,True -tumor_048,False,False,True -test_068,False,False,True -tumor_036,False,False,True -tumor_070,False,False,True -tumor_083,False,False,True -tumor_017,False,False,True -tumor_053,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_5_descriptor.csv b/splits/camelyon_40x_cv_75/splits_5_descriptor.csv deleted file mode 100644 index dc764301..00000000 --- a/splits/camelyon_40x_cv_75/splits_5_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,420,59,50 -tumor_tissue,208,31,32 diff --git a/splits/camelyon_40x_cv_75/splits_6.csv b/splits/camelyon_40x_cv_75/splits_6.csv deleted file mode 100644 index e9df30cc..00000000 --- a/splits/camelyon_40x_cv_75/splits_6.csv +++ /dev/null @@ -1,633 +0,0 @@ -,train,val,test 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a/splits/camelyon_40x_cv_75/splits_6_bool.csv b/splits/camelyon_40x_cv_75/splits_6_bool.csv deleted file mode 100644 index ebd2a5d4..00000000 --- a/splits/camelyon_40x_cv_75/splits_6_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_006,True,False,False -normal_007,True,False,False -normal_009,True,False,False -normal_013,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False 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-patient_019_node_0,False,False,True -patient_019_node_1,False,False,True -patient_019_node_2,False,False,True -patient_019_node_3,False,False,True -patient_019_node_4,False,False,True -tumor_038,False,False,True -tumor_031,False,False,True -test_094,False,False,True -tumor_065,False,False,True -tumor_041,False,False,True -test_040,False,False,True -tumor_093,False,False,True -test_068,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_6_descriptor.csv b/splits/camelyon_40x_cv_75/splits_6_descriptor.csv deleted file mode 100644 index 71908a94..00000000 --- a/splits/camelyon_40x_cv_75/splits_6_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,417,55,57 -tumor_tissue,215,27,29 diff --git a/splits/camelyon_40x_cv_75/splits_7.csv b/splits/camelyon_40x_cv_75/splits_7.csv deleted file mode 100644 index a7a007d0..00000000 --- a/splits/camelyon_40x_cv_75/splits_7.csv +++ /dev/null @@ -1,637 +0,0 @@ -,train,val,test 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-test_040,False,False,True -test_121,False,False,True -test_071,False,False,True -test_113,False,False,True -test_110,False,False,True -tumor_060,False,False,True -test_013,False,False,True -tumor_030,False,False,True -tumor_026,False,False,True -test_117,False,False,True -tumor_040,False,False,True -tumor_021,False,False,True -tumor_097,False,False,True -test_122,False,False,True -tumor_014,False,False,True -tumor_067,False,False,True -tumor_104,False,False,True -test_068,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_7_descriptor.csv b/splits/camelyon_40x_cv_75/splits_7_descriptor.csv deleted file mode 100644 index c36fdc8a..00000000 --- a/splits/camelyon_40x_cv_75/splits_7_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,417,59,53 -tumor_tissue,219,31,21 diff --git a/splits/camelyon_40x_cv_75/splits_8.csv b/splits/camelyon_40x_cv_75/splits_8.csv deleted file mode 100644 index 836f9e3c..00000000 --- a/splits/camelyon_40x_cv_75/splits_8.csv +++ /dev/null @@ -1,621 +0,0 @@ -,train,val,test -0,normal_001,normal_088,normal_035 -1,normal_002,patient_053_node_0,test_100 -2,normal_003,patient_053_node_1,test_047 -3,normal_004,patient_053_node_2,normal_135 -4,normal_005,patient_053_node_3,normal_081 -5,normal_007,patient_053_node_4,test_087 -6,normal_008,normal_133,normal_138 -7,normal_009,patient_077_node_0,patient_032_node_0 -8,normal_011,patient_077_node_1,patient_032_node_1 -9,normal_013,patient_077_node_2,patient_032_node_2 -10,normal_014,patient_077_node_3,patient_032_node_3 -11,normal_016,patient_077_node_4,patient_032_node_4 -12,normal_017,normal_084,normal_142 -13,normal_018,normal_040,test_042 -14,normal_019,normal_137,test_012 -15,normal_020,patient_007_node_0,test_031 -16,normal_022,patient_007_node_1,patient_049_node_0 -17,normal_023,patient_007_node_2,patient_049_node_1 -18,normal_024,patient_007_node_3,patient_049_node_2 -19,normal_025,patient_007_node_4,patient_049_node_3 -20,normal_027,normal_151,patient_049_node_4 -21,normal_028,normal_012,patient_080_node_0 -22,normal_029,normal_057,patient_080_node_1 -23,normal_030,patient_014_node_0,patient_080_node_2 -24,normal_031,patient_014_node_1,patient_080_node_3 -25,normal_032,patient_014_node_2,patient_080_node_4 -26,normal_033,patient_014_node_3,normal_139 -27,normal_034,patient_014_node_4,normal_010 -28,normal_036,test_124,normal_119 -29,normal_037,test_067,normal_061 -30,normal_038,normal_026,patient_068_node_0 -31,normal_041,normal_039,patient_068_node_1 -32,normal_043,test_009,patient_068_node_2 -33,normal_044,test_044,patient_068_node_3 -34,normal_046,normal_152,patient_068_node_4 -35,normal_047,normal_021,normal_045 -36,normal_048,normal_082,patient_072_node_0 -37,normal_049,normal_059,patient_072_node_1 -38,normal_050,normal_006,patient_072_node_2 -39,normal_051,patient_001_node_0,patient_072_node_3 -40,normal_052,patient_001_node_1,patient_072_node_4 -41,normal_053,patient_001_node_2,normal_079 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b/splits/camelyon_40x_cv_75/splits_8_bool.csv deleted file mode 100644 index 7fa354ea..00000000 --- a/splits/camelyon_40x_cv_75/splits_8_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_005,True,False,False -normal_007,True,False,False -normal_008,True,False,False -normal_009,True,False,False -normal_011,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_018,True,False,False -normal_019,True,False,False -normal_020,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_024,True,False,False -normal_025,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_031,True,False,False -normal_032,True,False,False -normal_033,True,False,False 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-tumor_072,False,False,True -tumor_076,False,False,True -tumor_090,False,False,True -tumor_091,False,False,True -tumor_094,False,False,True -test_110,False,False,True -tumor_082,False,False,True -patient_048_node_0,False,False,True -patient_048_node_1,False,False,True -patient_048_node_2,False,False,True -patient_048_node_3,False,False,True -patient_048_node_4,False,False,True -test_051,False,False,True -test_048,False,False,True diff --git a/splits/camelyon_40x_cv_75/splits_8_descriptor.csv b/splits/camelyon_40x_cv_75/splits_8_descriptor.csv deleted file mode 100644 index 1e30b446..00000000 --- a/splits/camelyon_40x_cv_75/splits_8_descriptor.csv +++ /dev/null @@ -1,3 +0,0 @@ -,train,val,test -normal_tissue,410,58,61 -tumor_tissue,210,28,33 diff --git a/splits/camelyon_40x_cv_75/splits_9.csv b/splits/camelyon_40x_cv_75/splits_9.csv deleted file mode 100644 index 0899da36..00000000 --- a/splits/camelyon_40x_cv_75/splits_9.csv +++ /dev/null @@ -1,621 +0,0 @@ -,train,val,test 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-574,tumor_010,, -575,tumor_013,, -576,tumor_015,, -577,tumor_016,, -578,tumor_017,, -579,tumor_018,, -580,tumor_019,, -581,tumor_020,, -582,tumor_021,, -583,tumor_022,, -584,tumor_023,, -585,tumor_024,, -586,tumor_025,, -587,tumor_026,, -588,tumor_029,, -589,tumor_031,, -590,tumor_032,, -591,tumor_034,, -592,tumor_035,, -593,tumor_037,, -594,tumor_038,, -595,tumor_039,, -596,tumor_041,, -597,tumor_043,, -598,tumor_044,, -599,tumor_045,, -600,tumor_046,, -601,tumor_047,, -602,tumor_048,, -603,tumor_049,, -604,tumor_050,, -605,tumor_051,, -606,tumor_052,, -607,tumor_053,, -608,tumor_054,, -609,tumor_055,, -610,tumor_056,, -611,tumor_057,, -612,tumor_058,, -613,tumor_059,, -614,tumor_060,, -615,tumor_061,, -616,tumor_062,, -617,tumor_063,, -618,tumor_064,, -619,tumor_065,, diff --git a/splits/camelyon_40x_cv_75/splits_9_bool.csv b/splits/camelyon_40x_cv_75/splits_9_bool.csv deleted file mode 100644 index 8d47f141..00000000 --- a/splits/camelyon_40x_cv_75/splits_9_bool.csv +++ /dev/null @@ -1,801 +0,0 @@ -,train,val,test -normal_001,True,False,False -normal_002,True,False,False -normal_003,True,False,False -normal_004,True,False,False -normal_008,True,False,False -normal_010,True,False,False -normal_011,True,False,False -normal_012,True,False,False -normal_013,True,False,False -normal_014,True,False,False -normal_015,True,False,False -normal_016,True,False,False -normal_017,True,False,False -normal_020,True,False,False -normal_021,True,False,False -normal_022,True,False,False -normal_023,True,False,False -normal_025,True,False,False -normal_026,True,False,False -normal_027,True,False,False -normal_028,True,False,False -normal_029,True,False,False -normal_030,True,False,False -normal_032,True,False,False -normal_033,True,False,False -normal_034,True,False,False -normal_035,True,False,False -normal_036,True,False,False -normal_039,True,False,False -normal_040,True,False,False -normal_041,True,False,False -normal_043,True,False,False -normal_044,True,False,False 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b/splits/task_2_tumor_subtyping_50/splits_4_descriptor.csv new file mode 100644 index 00000000..142a46d0 --- /dev/null +++ b/splits/task_2_tumor_subtyping_50/splits_4_descriptor.csv @@ -0,0 +1,4 @@ +,train,val,test +subtype_1,99,25,26 +subtype_2,58,14,13 +subtype_3,38,11,8 diff --git a/splits/task_2_tumor_subtyping_50/splits_5.csv b/splits/task_2_tumor_subtyping_50/splits_5.csv new file mode 100644 index 00000000..fd158774 --- /dev/null +++ b/splits/task_2_tumor_subtyping_50/splits_5.csv @@ -0,0 +1,199 @@ +,train,val,test +0,slide_0,slide_262,slide_145 +1,slide_106,slide_45,slide_407 +2,slide_107,slide_393,slide_427 +3,slide_109,slide_394,slide_470 +4,slide_113,slide_49,slide_344 +5,slide_115,slide_132,slide_143 +6,slide_116,slide_114,slide_180 +7,slide_117,slide_266,slide_181 +8,slide_118,slide_12,slide_70 +9,slide_121,slide_13,slide_315 +10,slide_125,slide_397,slide_298 +11,slide_126,slide_44,slide_337 +12,slide_14,slide_130,slide_87 +13,slide_133,slide_255,slide_163 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a/splits/task_2_tumor_subtyping_50/splits_9_descriptor.csv b/splits/task_2_tumor_subtyping_50/splits_9_descriptor.csv new file mode 100644 index 00000000..aab0ca34 --- /dev/null +++ b/splits/task_2_tumor_subtyping_50/splits_9_descriptor.csv @@ -0,0 +1,4 @@ +,train,val,test +subtype_1,101,26,24 +subtype_2,59,14,14 +subtype_3,39,9,8 diff --git a/splits/tcga_kidney_cv_50/splits_0.csv b/splits/tcga_kidney_cv_50/splits_0.csv deleted file mode 100644 index 4a5dc2eb..00000000 --- a/splits/tcga_kidney_cv_50/splits_0.csv +++ /dev/null @@ -1,351 +0,0 @@ -,train,val,test -0,TCGA-KL-8334-01Z-00-DX1.bc0857e2-938f-497a-ab63-38bc87e1af30,TCGA-UW-A7GL-01Z-00-DX1.BE2C0D9F-3F84-4363-9B79-01883E8F0306,TCGA-KO-8406-01Z-00-DX1.F9FDAB2C-9EEC-41D0-A29C-530107B96AC2 -1,TCGA-KL-8337-01Z-00-DX1.78306056-304b-44c3-87cd-46d3785b7204,TCGA-UW-A7GL-11Z-00-DX1.3508B4AD-C189-4416-848A-CA6771F2EE46,TCGA-KL-8326-01Z-00-DX1.0fe86143-728f-4447-98a5-4a6d87ef398b 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a/splits/tcga_kidney_cv_50/splits_2_descriptor.csv b/splits/tcga_kidney_cv_50/splits_2_descriptor.csv deleted file mode 100644 index 31042350..00000000 --- a/splits/tcga_kidney_cv_50/splits_2_descriptor.csv +++ /dev/null @@ -1,4 +0,0 @@ -,train,val,test -TCGA-KICH,45,11,11 -TCGA-KIRC,196,49,48 -TCGA-KIRP,111,27,27 diff --git a/splits/tcga_kidney_cv_50/splits_3.csv b/splits/tcga_kidney_cv_50/splits_3.csv deleted file mode 100644 index e2ff929f..00000000 --- a/splits/tcga_kidney_cv_50/splits_3.csv +++ /dev/null @@ -1,357 +0,0 @@ -,train,val,test -0,TCGA-KN-8421-01Z-00-DX1.A90EB3F7-DE68-4078-BB5B-B35561F96071,TCGA-KO-8403-01Z-00-DX1.47C5A937-3397-4313-BE8B-0C6E4B12C301,TCGA-KM-A7QK-01Z-00-DX1.8D69EA34-F28A-4267-8A82-159FB2B7008B -1,TCGA-KO-8407-01Z-00-DX1.4EB39EA8-2A33-48E1-88A6-EE3B544249AB,TCGA-UW-A72N-01Z-00-DX1.458F977B-AA32-4073-BDC6-FCAD44C6B83D,TCGA-UW-A7GY-01Z-00-DX1.CD2CCA5D-C92B-409C-B5D6-1EB7C8A0B4CD 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100644 index 8f77bd8c..00000000 --- a/splits/tcga_kidney_cv_50/splits_9_descriptor.csv +++ /dev/null @@ -1,4 +0,0 @@ -,train,val,test -TCGA-KICH,40,10,11 -TCGA-KIRC,195,49,48 -TCGA-KIRP,113,31,26 diff --git a/utils/core_utils.py b/utils/core_utils.py old mode 100644 new mode 100755 index aec99c99..56aa8b49 --- a/utils/core_utils.py +++ b/utils/core_utils.py @@ -251,14 +251,11 @@ def train_loop_clam(epoch, model, loader, optimizer, n_classes, bag_weight, writ inst_preds = instance_dict['inst_preds'] inst_labels = instance_dict['inst_labels'] inst_logger.log_batch(inst_preds, inst_labels) - n_mask = np.equal(inst_labels, 0) - n_acc = (inst_labels[n_mask] == inst_preds[n_mask]).mean() - p_acc = (inst_labels[~n_mask] == inst_preds[~n_mask]).mean() train_loss += loss_value - if (batch_idx + 1) % 5 == 0: + if (batch_idx + 1) % 20 == 0: print('batch {}, loss: {:.4f}, instance_loss: {:.4f}, weighted_loss: {:.4f}, '.format(batch_idx, loss_value, instance_loss_value, total_loss.item()) + - 'inst_p_acc: {:.4f}, inst_n_acc: {:.4f}, label: {}, bag_size: {}'.format(p_acc, n_acc, label.item(), data.size(0))) + 'label: {}, bag_size: {}'.format(label.item(), data.size(0))) error = calculate_error(Y_hat, label) train_error += error @@ -279,9 +276,6 @@ def train_loop_clam(epoch, model, loader, optimizer, n_classes, bag_weight, writ for i in range(2): acc, correct, count = inst_logger.get_summary(i) print('class {} clustering acc {}: correct {}/{}'.format(i, acc, correct, count)) - - if writer: - writer.add_scalar('train/inst_class_{}_acc'.format(i), acc, epoch) print('Epoch: {}, train_loss: {:.4f}, train_clustering_loss: {:.4f}, train_error: {:.4f}'.format(epoch, train_loss, train_inst_loss, train_error)) for i in range(n_classes): @@ -313,7 +307,7 @@ def train_loop(epoch, model, loader, optimizer, n_classes, writer = None, loss_f loss_value = loss.item() train_loss += loss_value - if (batch_idx + 1) % 5 == 0: + if (batch_idx + 1) % 20 == 0: print('batch {}, loss: {:.4f}, label: {}, bag_size: {}'.format(batch_idx, loss_value, label.item(), data.size(0))) error = calculate_error(Y_hat, label) @@ -388,10 +382,7 @@ def validate(cur, epoch, model, loader, n_classes, early_stopping = None, writer print('\nVal Set, val_loss: {:.4f}, val_error: {:.4f}, auc: {:.4f}'.format(val_loss, val_error, auc)) for i in range(n_classes): acc, correct, count = acc_logger.get_summary(i) - print('class {}: acc {}, correct {}/{}'.format(i, acc, correct, count)) - if writer: - writer.add_scalar('val/class_{}_acc'.format(i), acc, epoch) - + print('class {}: acc {}, correct {}/{}'.format(i, acc, correct, count)) if early_stopping: assert results_dir @@ -437,9 +428,6 @@ def validate_clam(cur, epoch, model, loader, n_classes, early_stopping = None, w inst_preds = instance_dict['inst_preds'] inst_labels = instance_dict['inst_labels'] inst_logger.log_batch(inst_preds, inst_labels) - n_mask = np.equal(inst_labels, 0) - n_acc = (inst_labels[n_mask] == inst_preds[n_mask]).mean() - p_acc = (inst_labels[~n_mask] == inst_preds[~n_mask]).mean() prob[batch_idx] = Y_prob.cpu().numpy() labels[batch_idx] = label.item() @@ -470,10 +458,7 @@ def validate_clam(cur, epoch, model, loader, n_classes, early_stopping = None, w val_inst_loss /= inst_count for i in range(2): acc, correct, count = inst_logger.get_summary(i) - print('Clustering: class {}, acc {}, correct {}/{}'.format(i, acc, correct, count)) - - if writer: - writer.add_scalar('val/inst_class_{}_acc'.format(i), acc, epoch) + print('class {} clustering acc {}: correct {}/{}'.format(i, acc, correct, count)) if writer: writer.add_scalar('val/loss', val_loss, epoch) @@ -485,6 +470,7 @@ def validate_clam(cur, epoch, model, loader, n_classes, early_stopping = None, w for i in range(n_classes): acc, correct, count = acc_logger.get_summary(i) print('class {}: acc {}, correct {}/{}'.format(i, acc, correct, count)) + if writer and acc is not None: writer.add_scalar('val/class_{}_acc'.format(i), acc, epoch) diff --git a/utils/eval_utils.py b/utils/eval_utils.py old mode 100644 new mode 100755 diff --git a/utils/file_utils.py b/utils/file_utils.py old mode 100644 new mode 100755 diff --git a/utils/utils.py b/utils/utils.py old mode 100644 new mode 100755 diff --git a/wsi_core/WholeSlideImage.py b/wsi_core/WholeSlideImage.py old mode 100644 new mode 100755 index 6aef0742..be58b16a --- a/wsi_core/WholeSlideImage.py +++ b/wsi_core/WholeSlideImage.py @@ -3,7 +3,7 @@ import time import xml.etree.ElementTree as ET from xml.dom import minidom - +import multiprocessing as mp import cv2 import matplotlib.pyplot as plt import numpy as np @@ -12,70 +12,15 @@ import pdb import h5py import math -from wsi_core.wsi_utils import savePatchIter_bag_hdf5, initialize_hdf5_bag - -def DrawGrid(img, coord, shape, thickness=2, color=(0,0,0,255)): - cv2.rectangle(img, tuple(np.maximum([0, 0], coord-thickness//2)), tuple(coord - thickness//2 + np.array(shape)), (0, 0, 0, 255), thickness=thickness) - return img - -def DrawMap(canvas, patch_dset, coords, patch_size, indices=None, verbose=1, draw_grid=True): - if indices is None: - indices = np.arange(len(coords)) - total = len(indices) - if verbose > 0: - ten_percent_chunk = math.ceil(total * 0.1) - print('start stitching {}'.format(patch_dset.attrs['wsi_name'])) - - for idx in range(total): - if verbose > 0: - if idx % ten_percent_chunk == 0: - print('progress: {}/{} stitched'.format(idx, total)) - - patch_id = indices[idx] - patch = patch_dset[patch_id] - patch = cv2.resize(patch, patch_size) - coord = coords[patch_id] - canvas_crop_shape = canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3].shape[:2] - canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3] = patch[:canvas_crop_shape[0], :canvas_crop_shape[1], :] - if draw_grid: - DrawGrid(canvas, coord, patch_size) - - return Image.fromarray(canvas) - -def StitchPatches(hdf5_file_path, downscale=16, draw_grid=False, bg_color=(0,0,0), alpha=-1): - file = h5py.File(hdf5_file_path, 'r') - dset = file['imgs'] - coords = file['coords'][:] - if 'downsampled_level_dim' in dset.attrs.keys(): - w, h = dset.attrs['downsampled_level_dim'] - else: - w, h = dset.attrs['level_dim'] - print('original size: {} x {}'.format(w, h)) - w = w // downscale - h = h //downscale - coords = (coords / downscale).astype(np.int32) - print('downscaled size for stiching: {} x {}'.format(w, h)) - print('number of patches: {}'.format(len(dset))) - img_shape = dset[0].shape - print('patch shape: {}'.format(img_shape)) - downscaled_shape = (img_shape[1] // downscale, img_shape[0] // downscale) - - if w*h > Image.MAX_IMAGE_PIXELS: - raise Image.DecompressionBombError("Visualization Downscale %d is too large" % downscale) - - if alpha < 0 or alpha == -1: - heatmap = Image.new(size=(w,h), mode="RGB", color=bg_color) - else: - heatmap = Image.new(size=(w,h), mode="RGBA", color=bg_color + (int(255 * alpha),)) - - heatmap = np.array(heatmap) - heatmap = DrawMap(heatmap, dset, coords, downscaled_shape, indices=None, draw_grid=draw_grid) - - file.close() - return heatmap +from wsi_core.wsi_utils import savePatchIter_bag_hdf5, initialize_hdf5_bag, coord_generator, save_hdf5, sample_indices, screen_coords, isBlackPatch, isWhitePatch, to_percentiles +import itertools +from wsi_core.util_classes import isInContourV1, isInContourV2, isInContourV3_Easy, isInContourV3_Hard, Contour_Checking_fn +from utils.file_utils import load_pkl, save_pkl + +Image.MAX_IMAGE_PIXELS = 933120000 class WholeSlideImage(object): - def __init__(self, path, hdf5_file=None): + def __init__(self, path, xml_path=None, hdf5_file=None): self.name = ".".join(path.split("/")[-1].split('.')[:-1]) self.wsi = openslide.open_slide(path) self.level_downsamples = self._assertLevelDownsamples() @@ -83,7 +28,6 @@ def __init__(self, path, hdf5_file=None): self.contours_tissue = None self.contours_tumor = None - self.seg_level = None self.hdf5_file = hdf5_file def getOpenSlide(self): @@ -99,9 +43,45 @@ def _createContour(coord_list): self.contours_tumor = [_createContour(coord_list) for coord_list in annotations] self.contours_tumor = sorted(self.contours_tumor, key=cv2.contourArea, reverse=True) + def initTxt(self,annot_path): + def _create_contours_from_dict(annot): + all_cnts = [] + for idx, annot_group in enumerate(annot): + contour_group = annot_group['coordinates'] + if annot_group['type'] == 'Polygon': + for idx, contour in enumerate(contour_group): + contour = np.array(contour).astype(np.int32).reshape(-1,1,2) + all_cnts.append(contour) + + else: + for idx, sgmt_group in enumerate(contour_group): + contour = [] + for sgmt in sgmt_group: + contour.extend(sgmt) + contour = np.array(contour).astype(np.int32).reshape(-1,1,2) + all_cnts.append(contour) + + return all_cnts + + with open(annot_path, "r") as f: + annot = f.read() + annot = eval(annot) + self.contours_tumor = _create_contours_from_dict(annot) + self.contours_tumor = sorted(self.contours_tumor, key=cv2.contourArea, reverse=True) + + def initSegmentation(self, mask_file): + import pickle + asset_dict = load_pkl(mask_file) + self.holes_tissue = asset_dict['holes'] + self.contours_tissue = asset_dict['tissue'] + + def saveSegmentation(self, mask_file): + asset_dict = {'holes': self.holes_tissue, 'tissue': self.contours_tissue} + save_pkl(mask_file, asset_dict) + def segmentTissue(self, seg_level=0, sthresh=20, sthresh_up = 255, mthresh=7, close = 0, use_otsu=False, - filter_params={'a':100}, ref_patch_size=512): + filter_params={'a_t':100}, ref_patch_size=512, exclude_ids=[], keep_ids=[]): """ Segment the tissue via HSV -> Median thresholding -> Binary threshold """ @@ -112,19 +92,27 @@ def _filter_contours(contours, hierarchy, filter_params): """ filtered = [] - # find foreground contours (parent == -1) + # find indices of foreground contours (parent == -1) hierarchy_1 = np.flatnonzero(hierarchy[:,1] == -1) - + all_holes = [] + + # loop through foreground contour indices for cont_idx in hierarchy_1: + # actual contour cont = contours[cont_idx] + # indices of holes contained in this contour (children of parent contour) + holes = np.flatnonzero(hierarchy[:, 1] == cont_idx) + # take contour area (includes holes) a = cv2.contourArea(cont) + # calculate the contour area of each hole + hole_areas = [cv2.contourArea(contours[hole_idx]) for hole_idx in holes] + # actual area of foreground contour region + a = a - np.array(hole_areas).sum() if a == 0: continue if tuple((filter_params['a_t'],)) < tuple((a,)): filtered.append(cont_idx) + all_holes.append(holes) - all_holes = [] - for parent in filtered: - all_holes.append(np.flatnonzero(hierarchy[:, 1] == parent)) foreground_contours = [contours[cont_idx] for cont_idx in filtered] @@ -133,9 +121,11 @@ def _filter_contours(contours, hierarchy, filter_params): for hole_ids in all_holes: unfiltered_holes = [contours[idx] for idx in hole_ids ] unfilered_holes = sorted(unfiltered_holes, key=cv2.contourArea, reverse=True) + # take max_n_holes largest holes by area unfilered_holes = unfilered_holes[:filter_params['max_n_holes']] filtered_holes = [] + # filter these holes for hole in unfilered_holes: if cv2.contourArea(hole) > filter_params['a_h']: filtered_holes.append(hole) @@ -162,46 +152,78 @@ def _filter_contours(contours, hierarchy, filter_params): scale = self.level_downsamples[seg_level] scaled_ref_patch_area = int(ref_patch_size**2 / (scale[0] * scale[1])) + filter_params = filter_params.copy() filter_params['a_t'] = filter_params['a_t'] * scaled_ref_patch_area filter_params['a_h'] = filter_params['a_h'] * scaled_ref_patch_area - + # Find and filter contours contours, hierarchy = cv2.findContours(img_otsu, cv2.RETR_CCOMP, cv2.CHAIN_APPROX_NONE) # Find contours - hierarchy = np.squeeze(hierarchy, axis=(0,))[:,2:] + hierarchy = np.squeeze(hierarchy, axis=(0,))[:, 2:] if filter_params: foreground_contours, hole_contours = _filter_contours(contours, hierarchy, filter_params) # Necessary for filtering out artifacts - + self.contours_tissue = self.scaleContourDim(foreground_contours, scale) self.holes_tissue = self.scaleHolesDim(hole_contours, scale) - self.seg_level = seg_level + + #exclude_ids = [0,7,9] + if len(keep_ids) > 0: + contour_ids = set(keep_ids) - set(exclude_ids) + else: + contour_ids = set(np.arange(len(self.contours_tissue))) - set(exclude_ids) + + self.contours_tissue = [self.contours_tissue[i] for i in contour_ids] + self.holes_tissue = [self.holes_tissue[i] for i in contour_ids] def visWSI(self, vis_level=0, color = (0,255,0), hole_color = (0,0,255), annot_color=(255,0,0), - line_thickness=12, max_size=None, crop_window=None): - img = np.array(self.wsi.read_region((0,0), vis_level, self.level_dim[vis_level]).convert("RGB")) + line_thickness=250, max_size=None, top_left=None, bot_right=None, custom_downsample=1, view_slide_only=False, + number_contours=False, seg_display=True, annot_display=True): + downsample = self.level_downsamples[vis_level] - scale = [1/downsample[0], 1/downsample[1]] # Scaling from 0 to desired level - line_thickness = int(line_thickness * math.sqrt(scale[0] * scale[1])) - if self.contours_tissue is not None: - cv2.drawContours(img, self.scaleContourDim(self.contours_tissue, scale), - -1, color, line_thickness, lineType=cv2.LINE_8) - - for holes in self.holes_tissue: - cv2.drawContours(img, self.scaleContourDim(holes, scale), - -1, hole_color, line_thickness, lineType=cv2.LINE_8) + scale = [1/downsample[0], 1/downsample[1]] + + if top_left is not None and bot_right is not None: + top_left = tuple(top_left) + bot_right = tuple(bot_right) + w, h = tuple((np.array(bot_right) * scale).astype(int) - (np.array(top_left) * scale).astype(int)) + region_size = (w, h) + else: + top_left = (0,0) + region_size = self.level_dim[vis_level] + + img = np.array(self.wsi.read_region(top_left, vis_level, region_size).convert("RGB")) - if self.contours_tumor is not None: - cv2.drawContours(img, self.scaleContourDim(self.contours_tumor, scale), - -1, annot_color, line_thickness, lineType=cv2.LINE_8) + if not view_slide_only: + offset = tuple(-(np.array(top_left) * scale).astype(int)) + line_thickness = int(line_thickness * math.sqrt(scale[0] * scale[1])) + if self.contours_tissue is not None and seg_display: + if not number_contours: + cv2.drawContours(img, self.scaleContourDim(self.contours_tissue, scale), + -1, color, line_thickness, lineType=cv2.LINE_8, offset=offset) + + else: # add numbering to each contour + for idx, cont in enumerate(self.contours_tissue): + contour = np.array(self.scaleContourDim(cont, scale)) + M = cv2.moments(contour) + cX = int(M["m10"] / (M["m00"] + 1e-9)) + cY = int(M["m01"] / (M["m00"] + 1e-9)) + # draw the contour and put text next to center + cv2.drawContours(img, [contour], -1, color, line_thickness, lineType=cv2.LINE_8, offset=offset) + cv2.putText(img, "{}".format(idx), (cX, cY), + cv2.FONT_HERSHEY_SIMPLEX, 2, (255, 0, 0), 10) + + for holes in self.holes_tissue: + cv2.drawContours(img, self.scaleContourDim(holes, scale), + -1, hole_color, line_thickness, lineType=cv2.LINE_8) + + if self.contours_tumor is not None and annot_display: + cv2.drawContours(img, self.scaleContourDim(self.contours_tumor, scale), + -1, annot_color, line_thickness, lineType=cv2.LINE_8, offset=offset) img = Image.fromarray(img) - if crop_window is not None: - top, left, bot, right = crop_window - left = int(left * scale[0]) - right = int(right * scale[0]) - top = int(top * scale[1]) - bot = int(bot * scale[1]) - crop_window = (top, left, bot, right) - img = img.crop(crop_window) + w, h = img.size + if custom_downsample > 1: + img = img.resize((int(w/custom_downsample), int(h/custom_downsample))) + if max_size is not None and (w > max_size or h > max_size): resizeFactor = max_size/w if w > h else max_size/h img = img.resize((int(w*resizeFactor), int(h*resizeFactor))) @@ -243,32 +265,32 @@ def _getPatchGenerator(self, cont, cont_idx, patch_level, save_path, patch_size= if custom_downsample > 1: assert custom_downsample == 2 - # the target size is what's specified by patch_size - target_patch_size = patch_size - # the actual patches that we want to take is 2 * target_size for each dimension - patch_size = target_patch_size * 2 - # similarly, the step size is 2 * what's specified + target_patch_size = patch_size + patch_size = target_patch_size * 2 step_size = step_size * 2 print("Custom Downsample: {}, Patching at {} x {}, But Final Patch Size is {} x {}".format(custom_downsample, patch_size, patch_size, target_patch_size, target_patch_size)) - # the downsample corresponding to the patch_level patch_downsample = (int(self.level_downsamples[patch_level][0]), int(self.level_downsamples[patch_level][1])) - # size of patch at level 0 (reference size) ref_patch_size = (patch_size*patch_downsample[0], patch_size*patch_downsample[1]) - # step sizes to take at levl 0 step_size_x = step_size * patch_downsample[0] step_size_y = step_size * patch_downsample[1] - if contour_fn == 'four_pt': - cont_check_fn = self.isInContourV3 - elif contour_fn == 'center': - cont_check_fn = self.isInContourV2 - elif contour_fn == 'basic': - cont_check_fn = self.isInContourV1 + if isinstance(contour_fn, str): + if contour_fn == 'four_pt': + cont_check_fn = isInContourV3_Easy(contour=cont, patch_size=ref_patch_size[0], center_shift=0.5) + elif contour_fn == 'four_pt_hard': + cont_check_fn = isInContourV3_Hard(contour=cont, patch_size=ref_patch_size[0], center_shift=0.5) + elif contour_fn == 'center': + cont_check_fn = isInContourV2(contour=cont, patch_size=ref_patch_size[0]) + elif contour_fn == 'basic': + cont_check_fn = isInContourV1(contour=cont) + else: + raise NotImplementedError else: - raise NotImplementedError + assert isinstance(contour_fn, Contour_Checking_fn) + cont_check_fn = contour_fn img_w, img_h = self.level_dim[0] if use_padding: @@ -282,7 +304,7 @@ def _getPatchGenerator(self, cont, cont_idx, patch_level, save_path, patch_size= for y in range(start_y, stop_y, step_size_y): for x in range(start_x, stop_x, step_size_x): - if not self.isInContours(cont_check_fn, cont, (x,y), self.holes_tissue[cont_idx], ref_patch_size[0]): #point not inside contour and its associated holes + if not self.isInContours(cont_check_fn, (x,y), self.holes_tissue[cont_idx], ref_patch_size[0]): #point not inside contour and its associated holes continue count+=1 @@ -291,10 +313,9 @@ def _getPatchGenerator(self, cont, cont_idx, patch_level, save_path, patch_size= patch_PIL = patch_PIL.resize((target_patch_size, target_patch_size)) if white_black: - if self.isBlackPatch(np.array(patch_PIL), rgbThresh=black_thresh) or self.isWhitePatch(np.array(patch_PIL), satThresh=white_thresh): + if isBlackPatch(np.array(patch_PIL), rgbThresh=black_thresh) or isWhitePatch(np.array(patch_PIL), satThresh=white_thresh): continue - # x, y coordinates become the coordinates in the downsample, and no long correspond to level 0 of WSI patch_info = {'x':x // (patch_downsample[0] * custom_downsample), 'y':y // (patch_downsample[1] * custom_downsample), 'cont_idx':cont_idx, 'patch_level':patch_level, 'downsample': self.level_downsamples[patch_level], 'downsampled_level_dim': tuple(np.array(self.level_dim[patch_level])//custom_downsample), 'level_dim': self.level_dim[patch_level], 'patch_PIL':patch_PIL, 'name':self.name, 'save_path':save_path} @@ -313,30 +334,8 @@ def isInHoles(holes, pt, patch_size): return 0 @staticmethod - def isInContourV1(cont, pt, patch_size=None): - return 1 if cv2.pointPolygonTest(cont, pt, False) >= 0 else 0 - - @staticmethod - def isInContourV2(cont, pt, patch_size=256): - return 1 if cv2.pointPolygonTest(cont, (pt[0]+patch_size/2, pt[1]+patch_size/2), False) >= 0 else 0 - - @staticmethod - def isInContourV3(cont, pt, patch_size=256): - center = (pt[0]+patch_size//2, pt[1]+patch_size//2) - all_points = [(center[0]-patch_size//4, center[1]-patch_size//4), - (center[0]+patch_size//4, center[1]+patch_size//4), - (center[0]+patch_size//4, center[1]-patch_size//4), - (center[0]-patch_size//4, center[1]+patch_size//4) - ] - for points in all_points: - if cv2.pointPolygonTest(cont, points, False) >= 0: - return 1 - - return 0 - - @staticmethod - def isInContours(cont_check_fn, contour, pt, holes=None, patch_size=256): - if cont_check_fn(contour, pt, patch_size): + def isInContours(cont_check_fn, pt, holes=None, patch_size=256): + if cont_check_fn(pt): if holes is not None: return not WholeSlideImage.isInHoles(holes, pt, patch_size) else: @@ -350,15 +349,6 @@ def scaleContourDim(contours, scale): @staticmethod def scaleHolesDim(contours, scale): return [[np.array(hole * scale, dtype = 'int32') for hole in holes] for holes in contours] - - @staticmethod - def isWhitePatch(patch, satThresh=5): - patch_hsv = cv2.cvtColor(patch, cv2.COLOR_RGB2HSV) - return True if np.mean(patch_hsv[:,:,1]) < satThresh else False - - @staticmethod - def isBlackPatch(patch, rgbThresh=40): - return True if np.all(np.mean(patch, axis = (0,1)) < rgbThresh) else False def _assertLevelDownsamples(self): level_downsamples = [] @@ -370,3 +360,369 @@ def _assertLevelDownsamples(self): return level_downsamples + def process_contours(self, save_path, patch_level=0, patch_size=256, step_size=256, **kwargs): + save_path_hdf5 = os.path.join(save_path, str(self.name) + '.h5') + print("Creating patches for: ", self.name, "...",) + elapsed = time.time() + n_contours = len(self.contours_tissue) + print("Total number of contours to process: ", n_contours) + fp_chunk_size = math.ceil(n_contours * 0.05) + init = True + for idx, cont in enumerate(self.contours_tissue): + if (idx + 1) % fp_chunk_size == fp_chunk_size: + print('Processing contour {}/{}'.format(idx, n_contours)) + + asset_dict, attr_dict = self.process_contour(cont, self.holes_tissue[idx], patch_level, save_path, patch_size, step_size, **kwargs) + if len(asset_dict) > 0: + if init: + save_hdf5(save_path_hdf5, asset_dict, attr_dict, mode='w') + init = False + else: + save_hdf5(save_path_hdf5, asset_dict, mode='a') + + return self.hdf5_file + + + def process_contour(self, cont, contour_holes, patch_level, save_path, patch_size = 256, step_size = 256, + contour_fn='four_pt', use_padding=True, top_left=None, bot_right=None): + start_x, start_y, w, h = cv2.boundingRect(cont) if cont is not None else (0, 0, self.level_dim[patch_level][0], self.level_dim[patch_level][1]) + + patch_downsample = (int(self.level_downsamples[patch_level][0]), int(self.level_downsamples[patch_level][1])) + ref_patch_size = (patch_size*patch_downsample[0], patch_size*patch_downsample[1]) + + img_w, img_h = self.level_dim[0] + if use_padding: + stop_y = start_y+h + stop_x = start_x+w + else: + stop_y = min(start_y+h, img_h-ref_patch_size[1]+1) + stop_x = min(start_x+w, img_w-ref_patch_size[0]+1) + + print("Bounding Box:", start_x, start_y, w, h) + print("Contour Area:", cv2.contourArea(cont)) + + if bot_right is not None: + stop_y = min(bot_right[1], stop_y) + stop_x = min(bot_right[0], stop_x) + if top_left is not None: + start_y = max(top_left[1], start_y) + start_x = max(top_left[0], start_x) + + if bot_right is not None or top_left is not None: + w, h = stop_x - start_x, stop_y - start_y + if w <= 0 or h <= 0: + print("Contour is not in specified ROI, skip") + return {}, {} + else: + print("Adjusted Bounding Box:", start_x, start_y, w, h) + + if isinstance(contour_fn, str): + if contour_fn == 'four_pt': + cont_check_fn = isInContourV3_Easy(contour=cont, patch_size=ref_patch_size[0], center_shift=0.5) + elif contour_fn == 'four_pt_hard': + cont_check_fn = isInContourV3_Hard(contour=cont, patch_size=ref_patch_size[0], center_shift=0.5) + elif contour_fn == 'center': + cont_check_fn = isInContourV2(contour=cont, patch_size=ref_patch_size[0]) + elif contour_fn == 'basic': + cont_check_fn = isInContourV1(contour=cont) + else: + raise NotImplementedError + else: + assert isinstance(contour_fn, Contour_Checking_fn) + cont_check_fn = contour_fn + + + step_size_x = step_size * patch_downsample[0] + step_size_y = step_size * patch_downsample[1] + + x_range = np.arange(start_x, stop_x, step=step_size_x) + y_range = np.arange(start_y, stop_y, step=step_size_y) + x_coords, y_coords = np.meshgrid(x_range, y_range, indexing='ij') + coord_candidates = np.array([x_coords.flatten(), y_coords.flatten()]).transpose() + + num_workers = mp.cpu_count() + if num_workers > 4: + num_workers = 4 + pool = mp.Pool(num_workers) + + iterable = [(coord, contour_holes, ref_patch_size[0], cont_check_fn) for coord in coord_candidates] + results = pool.starmap(WholeSlideImage.process_coord_candidate, iterable) + pool.close() + results = np.array([result for result in results if result is not None]) + + print('Extracted {} coordinates'.format(len(results))) + + if len(results)>1: + asset_dict = {'coords' : results} + + attr = {'patch_size' : patch_size, # To be considered... + 'patch_level' : patch_level, + 'downsample': self.level_downsamples[patch_level], + 'downsampled_level_dim' : tuple(np.array(self.level_dim[patch_level])), + 'level_dim': self.level_dim[patch_level], + 'name': self.name, + 'save_path': save_path} + + attr_dict = { 'coords' : attr} + return asset_dict, attr_dict + + else: + return {}, {} + + @staticmethod + def process_coord_candidate(coord, contour_holes, ref_patch_size, cont_check_fn): + if WholeSlideImage.isInContours(cont_check_fn, coord, contour_holes, ref_patch_size): + return coord + else: + return None + + def visHeatmap(self, scores, coords, vis_level=0, + top_left=None, bot_right=None, + patch_size=(256, 256), + blank_canvas=False, canvas_color=(220, 20, 50), alpha=0.4, + blur=False, overlap=0.0, + segment=True, use_holes=True, + convert_to_percentiles=False, + binarize=False, thresh=0.5, + annot_color=(250, 218, 94), max_size=None, + custom_downsample = 1, + cmap='coolwarm'): + + """ + Args: + scores (numpy array of float): Attention scores + coords (numpy array of int, n_patches x 2): Corresponding coordinates (relative to lvl 0) + patch_size (tuple of int): Patch dimensions (relative to lvl 0) + blank_canvas (bool): Whether to use a blank canvas to draw the heatmap (vs. using the original slide) + canvas_color (tuple of uint8): Canvas color + alpha (float [0, 1]): blending coefficient for overlaying heatmap onto original slide + blur (bool): apply gaussian blurring + overlap (float [0 1]): percentage of overlap between neighboring patches (only affect radius of blurring) + segment (bool): whether to use tissue segmentation contour (must have already called self.segmentTissue such that + self.contours_tissue and self.holes_tissue are not None + use_holes (bool): whether to also clip out detected tissue cavities (only in effect when segment == True) + convert_to_percentiles (bool): whether to convert attention scores to percentiles + binarize (bool): only display patches > threshold + threshold (float): binarization threshold + annot_color (tuple of uint8): Annotation color + max_size (int): Maximum canvas size (clip if goes over) + custom_downsample (int): additionally downscale the heatmap by specified factor + cmap (str): name of matplotlib colormap to use + """ + + downsample = self.level_downsamples[vis_level] + scale = [1/downsample[0], 1/downsample[1]] # Scaling from 0 to desired level + + if len(scores.shape) == 2: + scores = scores.flatten() + + if binarize: + if thresh < 0: + threshold = 1.0/len(scores) + + else: + threshold = thresh + + else: + threshold = 0.0 + + ##### calculate size of heatmap and filter coordinates/scores outside specified bbox region ##### + if top_left is not None and bot_right is not None: + scores, coords = screen_coords(scores, coords, top_left, bot_right) + coords = coords - top_left + top_left = tuple(top_left) + bot_right = tuple(bot_right) + w, h = tuple((np.array(bot_right) * scale).astype(int) - (np.array(top_left) * scale).astype(int)) + region_size = (w, h) + + else: + region_size = self.level_dim[vis_level] + top_left = (0,0) + bot_right = self.level_dim[0] + w, h = region_size + + patch_size = np.ceil(np.array(patch_size) * np.array(scale)).astype(int) + coords = np.ceil(coords * np.array(scale)).astype(int) + + print('\ncreating heatmap for: ') + print('top_left: ', top_left, 'bot_right: ', bot_right) + print('w: {}, h: {}'.format(w, h)) + print('scaled patch size: ', patch_size) + + ###### normalize filtered scores ###### + if convert_to_percentiles: + scores = to_percentiles(scores) + + scores /= 100 + + ######## calculate the heatmap of raw attention scores (before colormap) + # by accumulating scores over overlapped regions ###### + + # heatmap overlay: tracks attention score over each pixel of heatmap + # overlay counter: tracks how many times attention score is accumulated over each pixel of heatmap + overlay = np.full(np.flip(region_size), 0).astype(float) + counter = np.full(np.flip(region_size), 0).astype(np.uint16) + count = 0 + for idx in range(len(coords)): + score = scores[idx] + coord = coords[idx] + if score >= threshold: + if binarize: + score=1.0 + count+=1 + else: + score=0.0 + # accumulate attention + overlay[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]] += score + # accumulate counter + counter[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]] += 1 + + if binarize: + print('\nbinarized tiles based on cutoff of {}'.format(threshold)) + print('identified {}/{} patches as positive'.format(count, len(coords))) + + # fetch attended region and average accumulated attention + zero_mask = counter == 0 + + if binarize: + overlay[~zero_mask] = np.around(overlay[~zero_mask] / counter[~zero_mask]) + else: + overlay[~zero_mask] = overlay[~zero_mask] / counter[~zero_mask] + del counter + + if segment: + tissue_mask = self.get_seg_mask(region_size, scale, use_holes=use_holes, offset=tuple(top_left)) + # return Image.fromarray(tissue_mask) # tissue mask + + if not blank_canvas: + # downsample original image and use as canvas + img = np.array(self.wsi.read_region(top_left, vis_level, region_size).convert("RGB")) + else: + # use blank canvas + img = np.array(Image.new(size=region_size, mode="RGB", color=(255,255,255))) + + #return Image.fromarray(img) #raw image + + print('\ncomputing heatmap image') + print('total of {} patches'.format(len(coords))) + twenty_percent_chunk = max(1, int(len(coords) * 0.2)) + + if isinstance(cmap, str): + cmap = plt.get_cmap(cmap) + + for idx in range(len(coords)): + if (idx + 1) % twenty_percent_chunk == 0: + print('progress: {}/{}'.format(idx, len(coords))) + + score = scores[idx] + coord = coords[idx] + if score >= threshold: + + # attention block + raw_block = overlay[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]] + + # image block (either blank canvas or orig image) + img_block = img[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]].copy() + + # color block (cmap applied to attention block) + color_block = (cmap(raw_block) * 255)[:,:,:3].astype(np.uint8) + + if segment: + # tissue mask block + mask_block = tissue_mask[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]] + # copy over only tissue masked portion of color block + img_block[mask_block] = color_block[mask_block] + else: + # copy over entire color block + img_block = color_block + + # rewrite image block + img[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0]] = img_block.copy() + + #return Image.fromarray(img) #overlay + print('Done') + del overlay + + if blur: + img = cv2.GaussianBlur(img,tuple((patch_size * (1-overlap)).astype(int) * 2 +1),0) + + if alpha < 1.0: + img = self.block_blending(img, vis_level, top_left, bot_right, alpha=alpha, blank_canvas=blank_canvas, block_size=1024) + + img = Image.fromarray(img) + w, h = img.size + + if custom_downsample > 1: + img = img.resize((int(w/custom_downsample), int(h/custom_downsample))) + + if max_size is not None and (w > max_size or h > max_size): + resizeFactor = max_size/w if w > h else max_size/h + img = img.resize((int(w*resizeFactor), int(h*resizeFactor))) + + return img + + + def block_blending(self, img, vis_level, top_left, bot_right, alpha=0.5, blank_canvas=False, block_size=1024): + print('\ncomputing blend') + downsample = self.level_downsamples[vis_level] + w = img.shape[1] + h = img.shape[0] + block_size_x = min(block_size, w) + block_size_y = min(block_size, h) + print('using block size: {} x {}'.format(block_size_x, block_size_y)) + + shift = top_left # amount shifted w.r.t. (0,0) + for x_start in range(top_left[0], bot_right[0], block_size_x * int(downsample[0])): + for y_start in range(top_left[1], bot_right[1], block_size_y * int(downsample[1])): + #print(x_start, y_start) + + # 1. convert wsi coordinates to image coordinates via shift and scale + x_start_img = int((x_start - shift[0]) / int(downsample[0])) + y_start_img = int((y_start - shift[1]) / int(downsample[1])) + + # 2. compute end points of blend tile, careful not to go over the edge of the image + y_end_img = min(h, y_start_img+block_size_y) + x_end_img = min(w, x_start_img+block_size_x) + + if y_end_img == y_start_img or x_end_img == x_start_img: + continue + #print('start_coord: {} end_coord: {}'.format((x_start_img, y_start_img), (x_end_img, y_end_img))) + + # 3. fetch blend block and size + blend_block = img[y_start_img:y_end_img, x_start_img:x_end_img] + blend_block_size = (x_end_img-x_start_img, y_end_img-y_start_img) + + if not blank_canvas: + # 4. read actual wsi block as canvas block + pt = (x_start, y_start) + canvas = np.array(self.wsi.read_region(pt, vis_level, blend_block_size).convert("RGB")) + else: + # 4. OR create blank canvas block + canvas = np.array(Image.new(size=blend_block_size, mode="RGB", color=(255,255,255))) + + # 5. blend color block and canvas block + img[y_start_img:y_end_img, x_start_img:x_end_img] = cv2.addWeighted(blend_block, alpha, canvas, 1 - alpha, 0, canvas) + return img + + def get_seg_mask(self, region_size, scale, use_holes=False, offset=(0,0)): + print('\ncomputing foreground tissue mask') + tissue_mask = np.full(np.flip(region_size), 0).astype(np.uint8) + contours_tissue = self.scaleContourDim(self.contours_tissue, scale) + offset = tuple((np.array(offset) * np.array(scale) * -1).astype(np.int32)) + + contours_holes = self.scaleHolesDim(self.holes_tissue, scale) + contours_tissue, contours_holes = zip(*sorted(zip(contours_tissue, contours_holes), key=lambda x: cv2.contourArea(x[0]), reverse=True)) + for idx in range(len(contours_tissue)): + cv2.drawContours(image=tissue_mask, contours=contours_tissue, contourIdx=idx, color=(1), offset=offset, thickness=-1) + + if use_holes: + cv2.drawContours(image=tissue_mask, contours=contours_holes[idx], contourIdx=-1, color=(0), offset=offset, thickness=-1) + # contours_holes = self._scaleContourDim(self.holes_tissue, scale, holes=True, area_thresh=area_thresh) + + tissue_mask = tissue_mask.astype(bool) + print('detected {}/{} of region as tissue'.format(tissue_mask.sum(), tissue_mask.size)) + return tissue_mask + + + + diff --git a/wsi_core/batch_process_utils.py b/wsi_core/batch_process_utils.py new file mode 100755 index 00000000..23cc9493 --- /dev/null +++ b/wsi_core/batch_process_utils.py @@ -0,0 +1,82 @@ +import pandas as pd +import numpy as np +import pdb + +''' +initiate a pandas df describing a list of slides to process +args: + slides (df or array-like): + array-like structure containing list of slide ids, if df, these ids assumed to be + stored under the 'slide_id' column + seg_params (dict): segmentation paramters + filter_params (dict): filter parameters + vis_params (dict): visualization paramters + patch_params (dict): patching paramters + use_heatmap_args (bool): whether to include heatmap arguments such as ROI coordinates +''' +def initialize_df(slides, seg_params, filter_params, vis_params, patch_params, + use_heatmap_args=False, save_patches=False): + + total = len(slides) + if isinstance(slides, pd.DataFrame): + slide_ids = slides.slide_id.values + else: + slide_ids = slides + default_df_dict = {'slide_id': slide_ids, 'process': np.full((total), 1, dtype=np.uint8)} + + # initiate empty labels in case not provided + if use_heatmap_args: + default_df_dict.update({'label': np.full((total), -1)}) + + default_df_dict.update({ + 'status': np.full((total), 'tbp'), + # seg params + 'seg_level': np.full((total), int(seg_params['seg_level']), dtype=np.int8), + 'sthresh': np.full((total), int(seg_params['sthresh']), dtype=np.uint8), + 'mthresh': np.full((total), int(seg_params['mthresh']), dtype=np.uint8), + 'close': np.full((total), int(seg_params['close']), dtype=np.uint32), + 'use_otsu': np.full((total), bool(seg_params['use_otsu']), dtype=bool), + 'keep_ids': np.full((total), seg_params['keep_ids']), + 'exclude_ids': np.full((total), seg_params['exclude_ids']), + + # filter params + 'a_t': np.full((total), int(filter_params['a_t']), dtype=np.float32), + 'a_h': np.full((total), int(filter_params['a_h']), dtype=np.float32), + 'max_n_holes': np.full((total), int(filter_params['max_n_holes']), dtype=np.uint32), + + # vis params + 'vis_level': np.full((total), int(vis_params['vis_level']), dtype=np.int8), + 'line_thickness': np.full((total), int(vis_params['line_thickness']), dtype=np.uint32), + + # patching params + 'use_padding': np.full((total), bool(patch_params['use_padding']), dtype=bool), + 'contour_fn': np.full((total), patch_params['contour_fn']) + }) + + if save_patches: + default_df_dict.update({ + 'white_thresh': np.full((total), int(patch_params['white_thresh']), dtype=np.uint8), + 'black_thresh': np.full((total), int(patch_params['black_thresh']), dtype=np.uint8)}) + + if use_heatmap_args: + # initiate empty x,y coordinates in case not provided + default_df_dict.update({'x1': np.empty((total)).fill(np.NaN), + 'x2': np.empty((total)).fill(np.NaN), + 'y1': np.empty((total)).fill(np.NaN), + 'y2': np.empty((total)).fill(np.NaN)}) + + + if isinstance(slides, pd.DataFrame): + temp_copy = pd.DataFrame(default_df_dict) # temporary dataframe w/ default params + # find key in provided df + # if exist, fill empty fields w/ default values, else, insert the default values as a new column + for key in default_df_dict.keys(): + if key in slides.columns: + mask = slides[key].isna() + slides.loc[mask, key] = temp_copy.loc[mask, key] + else: + slides.insert(len(slides.columns), key, default_df_dict[key]) + else: + slides = pd.DataFrame(default_df_dict) + + return slides \ No newline at end of file diff --git a/wsi_core/util_classes.py b/wsi_core/util_classes.py new file mode 100644 index 00000000..6328800a --- /dev/null +++ b/wsi_core/util_classes.py @@ -0,0 +1,114 @@ +import os +import numpy as np +from PIL import Image +import pdb +import cv2 +class Mosaic_Canvas(object): + def __init__(self,patch_size=256, n=100, downscale=4, n_per_row=10, bg_color=(0,0,0), alpha=-1): + self.patch_size = patch_size + self.downscaled_patch_size = int(np.ceil(patch_size/downscale)) + self.n_rows = int(np.ceil(n / n_per_row)) + self.n_cols = n_per_row + w = self.n_cols * self.downscaled_patch_size + h = self.n_rows * self.downscaled_patch_size + if alpha < 0: + canvas = Image.new(size=(w,h), mode="RGB", color=bg_color) + else: + canvas = Image.new(size=(w,h), mode="RGBA", color=bg_color + (int(255 * alpha),)) + + self.canvas = canvas + self.dimensions = np.array([w, h]) + self.reset_coord() + + def reset_coord(self): + self.coord = np.array([0, 0]) + + def increment_coord(self): + #print('current coord: {} x {} / {} x {}'.format(self.coord[0], self.coord[1], self.dimensions[0], self.dimensions[1])) + assert np.all(self.coord<=self.dimensions) + if self.coord[0] + self.downscaled_patch_size <=self.dimensions[0] - self.downscaled_patch_size: + self.coord[0]+=self.downscaled_patch_size + else: + self.coord[0] = 0 + self.coord[1]+=self.downscaled_patch_size + + + def save(self, save_path, **kwargs): + self.canvas.save(save_path, **kwargs) + + def paste_patch(self, patch): + assert patch.size[0] == self.patch_size + assert patch.size[1] == self.patch_size + self.canvas.paste(patch.resize(tuple([self.downscaled_patch_size, self.downscaled_patch_size])), tuple(self.coord)) + self.increment_coord() + + def get_painting(self): + return self.canvas + +class Contour_Checking_fn(object): + # Defining __call__ method + def __call__(self, pt): + raise NotImplementedError + +class isInContourV1(Contour_Checking_fn): + def __init__(self, contour): + self.cont = contour + + def __call__(self, pt): + return 1 if cv2.pointPolygonTest(self.cont, pt, False) >= 0 else 0 + +class isInContourV2(Contour_Checking_fn): + def __init__(self, contour, patch_size): + self.cont = contour + self.patch_size = patch_size + + def __call__(self, pt): + return 1 if cv2.pointPolygonTest(self.cont, (pt[0]+self.patch_size//2, pt[1]+self.patch_size//2), False) >= 0 else 0 + +# Easy version of 4pt contour checking function - 1 of 4 points need to be in the contour for test to pass +class isInContourV3_Easy(Contour_Checking_fn): + def __init__(self, contour, patch_size, center_shift=0.5): + self.cont = contour + self.patch_size = patch_size + self.shift = int(patch_size//2*center_shift) + def __call__(self, pt): + center = (pt[0]+self.patch_size//2, pt[1]+self.patch_size//2) + if self.shift > 0: + all_points = [(center[0]-self.shift, center[1]-self.shift), + (center[0]+self.shift, center[1]+self.shift), + (center[0]+self.shift, center[1]-self.shift), + (center[0]-self.shift, center[1]+self.shift) + ] + else: + all_points = [center] + + for points in all_points: + if cv2.pointPolygonTest(self.cont, points, False) >= 0: + return 1 + return 0 + +# Hard version of 4pt contour checking function - all 4 points need to be in the contour for test to pass +class isInContourV3_Hard(Contour_Checking_fn): + def __init__(self, contour, patch_size, center_shift=0.5): + self.cont = contour + self.patch_size = patch_size + self.shift = int(patch_size//2*center_shift) + def __call__(self, pt): + center = (pt[0]+self.patch_size//2, pt[1]+self.patch_size//2) + if self.shift > 0: + all_points = [(center[0]-self.shift, center[1]-self.shift), + (center[0]+self.shift, center[1]+self.shift), + (center[0]+self.shift, center[1]-self.shift), + (center[0]-self.shift, center[1]+self.shift) + ] + else: + all_points = [center] + + for points in all_points: + if cv2.pointPolygonTest(self.cont, points, False) < 0: + return 0 + return 1 + + + + \ No newline at end of file diff --git a/wsi_core/wsi_utils.py b/wsi_core/wsi_utils.py old mode 100644 new mode 100755 index df245149..403e30e7 --- a/wsi_core/wsi_utils.py +++ b/wsi_core/wsi_utils.py @@ -2,6 +2,35 @@ import numpy as np import os import pdb +from wsi_core.util_classes import Mosaic_Canvas +from PIL import Image +import math +import cv2 + +def isWhitePatch(patch, satThresh=5): + patch_hsv = cv2.cvtColor(patch, cv2.COLOR_RGB2HSV) + return True if np.mean(patch_hsv[:,:,1]) < satThresh else False + +def isBlackPatch(patch, rgbThresh=40): + return True if np.all(np.mean(patch, axis = (0,1)) < rgbThresh) else False + +def isBlackPatch_S(patch, rgbThresh=20, percentage=0.05): + num_pixels = patch.size[0] * patch.size[1] + return True if np.all(np.array(patch) < rgbThresh, axis=(2)).sum() > num_pixels * percentage else False + +def isWhitePatch_S(patch, rgbThresh=220, percentage=0.2): + num_pixels = patch.size[0] * patch.size[1] + return True if np.all(np.array(patch) > rgbThresh, axis=(2)).sum() > num_pixels * percentage else False + +def coord_generator(x_start, x_end, x_step, y_start, y_end, y_step, args_dict=None): + for x in range(x_start, x_end, x_step): + for y in range(y_start, y_end, y_step): + if args_dict is not None: + process_dict = args_dict.copy() + process_dict.update({'pt':(x,y)}) + yield process_dict + else: + yield (x,y) def savePatchIter_bag_hdf5(patch): x, y, cont_idx, patch_level, downsample, downsampled_level_dim, level_dim, img_patch, name, save_path= tuple(patch.values()) @@ -22,6 +51,27 @@ def savePatchIter_bag_hdf5(patch): file.close() +def save_hdf5(output_path, asset_dict, attr_dict= None, mode='a'): + file = h5py.File(output_path, mode) + for key, val in asset_dict.items(): + data_shape = val.shape + if key not in file: + data_type = val.dtype + chunk_shape = (1, ) + data_shape[1:] + maxshape = (None, ) + data_shape[1:] + dset = file.create_dataset(key, shape=data_shape, maxshape=maxshape, chunks=chunk_shape, dtype=data_type) + dset[:] = val + if attr_dict is not None: + if key in attr_dict.keys(): + for attr_key, attr_val in attr_dict[key].items(): + dset.attrs[attr_key] = attr_val + else: + dset = file[key] + dset.resize(len(dset) + data_shape[0], axis=0) + dset[-data_shape[0]:] = val + file.close() + return output_path + def initialize_hdf5_bag(first_patch, save_coord=False): x, y, cont_idx, patch_level, downsample, downsampled_level_dim, level_dim, img_patch, name, save_path = tuple(first_patch.values()) file_path = os.path.join(save_path, name)+'.h5' @@ -49,3 +99,223 @@ def initialize_hdf5_bag(first_patch, save_coord=False): file.close() return file_path +def sample_indices(scores, k, start=0.48, end=0.52, percentile=False): + if percentile: + end_value = np.quantile(scores, end) + start_value = np.quantile(scores, start) + else: + end_value = end + start_value = start + score_window = np.logical_and(scores >= start_value, scores <= end_value) + indices = np.where(score_window)[0] + if len(indices) < 1: + return -1 + else: + return np.random.choice(indices, min(k, len(indices)), replace=False) + +# def to_percentiles(scores): +# from scipy.stats import percentileofscore +# percentiles = [percentileofscore(scores, i) for i in scores] +# return np.array(percentiles) + +def to_percentiles(scores): + from scipy.stats import rankdata + scores = rankdata(scores, 'average')/len(scores) * 100 + return scores + +def screen_coords(scores, coords, top_left, bot_right): + bot_right = np.array(bot_right) + top_left = np.array(top_left) + mask = np.logical_and(np.all(coords >= top_left, axis=1), np.all(coords <= bot_right, axis=1)) + scores = scores[mask] + coords = coords[mask] + return scores, coords + +def sample_rois(scores, coords, k=5, score_start=45, score_end=55, top_left=None, bot_right=None): + + if len(scores.shape) == 2: + scores = scores.flatten() + + scores = to_percentiles(scores) + if top_left is not None and bot_right is not None: + scores, coords = screen_coords(scores, coords, top_left, bot_right) + + sampled_ids = sample_indices(scores, start=start, end=end, k=k, percentile=False) + coords = coords[sampled_ids] + scores = scores[sampled_ids] + + asset = {'sampled_coords': coords, 'sampled_scores': sampled_scores} + return asset + +def DrawGrid(img, coord, shape, thickness=2, color=(0,0,0,255)): + cv2.rectangle(img, tuple(np.maximum([0, 0], coord-thickness//2)), tuple(coord - thickness//2 + np.array(shape)), (0, 0, 0, 255), thickness=thickness) + return img + +def DrawMap(canvas, patch_dset, coords, patch_size, indices=None, verbose=1, draw_grid=True): + if indices is None: + indices = np.arange(len(coords)) + total = len(indices) + if verbose > 0: + ten_percent_chunk = math.ceil(total * 0.1) + print('start stitching {}'.format(patch_dset.attrs['wsi_name'])) + + for idx in range(total): + if verbose > 0: + if idx % ten_percent_chunk == 0: + print('progress: {}/{} stitched'.format(idx, total)) + + patch_id = indices[idx] + patch = patch_dset[patch_id] + patch = cv2.resize(patch, patch_size) + coord = coords[patch_id] + canvas_crop_shape = canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3].shape[:2] + canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3] = patch[:canvas_crop_shape[0], :canvas_crop_shape[1], :] + if draw_grid: + DrawGrid(canvas, coord, patch_size) + + return Image.fromarray(canvas) + +def DrawMapFromCoords(canvas, wsi_object, coords, patch_size, vis_level, indices=None, verbose=1, draw_grid=True): + downsamples = wsi_object.wsi.level_downsamples[vis_level] + if indices is None: + indices = np.arange(len(coords)) + total = len(indices) + if verbose > 0: + ten_percent_chunk = math.ceil(total * 0.1) + + patch_size = tuple(np.ceil((np.array(patch_size)/np.array(downsamples))).astype(np.int32)) + print('downscaled patch size: {}x{}'.format(patch_size[0], patch_size[1])) + + for idx in range(total): + if verbose > 0: + if idx % ten_percent_chunk == 0: + print('progress: {}/{} stitched'.format(idx, total)) + + patch_id = indices[idx] + coord = coords[patch_id] + patch = np.array(wsi_object.wsi.read_region(tuple(coord), vis_level, patch_size).convert("RGB")) + coord = np.ceil(coord / downsamples).astype(np.int32) + canvas_crop_shape = canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3].shape[:2] + canvas[coord[1]:coord[1]+patch_size[1], coord[0]:coord[0]+patch_size[0], :3] = patch[:canvas_crop_shape[0], :canvas_crop_shape[1], :] + if draw_grid: + DrawGrid(canvas, coord, patch_size) + + return Image.fromarray(canvas) + +def StitchPatches(hdf5_file_path, downscale=16, draw_grid=False, bg_color=(0,0,0), alpha=-1): + file = h5py.File(hdf5_file_path, 'r') + dset = file['imgs'] + coords = file['coords'][:] + if 'downsampled_level_dim' in dset.attrs.keys(): + w, h = dset.attrs['downsampled_level_dim'] + else: + w, h = dset.attrs['level_dim'] + print('original size: {} x {}'.format(w, h)) + w = w // downscale + h = h //downscale + coords = (coords / downscale).astype(np.int32) + print('downscaled size for stiching: {} x {}'.format(w, h)) + print('number of patches: {}'.format(len(dset))) + img_shape = dset[0].shape + print('patch shape: {}'.format(img_shape)) + downscaled_shape = (img_shape[1] // downscale, img_shape[0] // downscale) + + if w*h > Image.MAX_IMAGE_PIXELS: + raise Image.DecompressionBombError("Visualization Downscale %d is too large" % downscale) + + if alpha < 0 or alpha == -1: + heatmap = Image.new(size=(w,h), mode="RGB", color=bg_color) + else: + heatmap = Image.new(size=(w,h), mode="RGBA", color=bg_color + (int(255 * alpha),)) + + heatmap = np.array(heatmap) + heatmap = DrawMap(heatmap, dset, coords, downscaled_shape, indices=None, draw_grid=draw_grid) + + file.close() + return heatmap + +def StitchCoords(hdf5_file_path, wsi_object, downscale=16, draw_grid=False, bg_color=(0,0,0), alpha=-1): + wsi = wsi_object.getOpenSlide() + vis_level = wsi.get_best_level_for_downsample(downscale) + file = h5py.File(hdf5_file_path, 'r') + dset = file['coords'] + coords = dset[:] + w, h = wsi.level_dimensions[0] + + print('start stitching {}'.format(dset.attrs['name'])) + print('original size: {} x {}'.format(w, h)) + + w, h = wsi.level_dimensions[vis_level] + + print('downscaled size for stiching: {} x {}'.format(w, h)) + print('number of patches: {}'.format(len(coords))) + + patch_size = dset.attrs['patch_size'] + patch_level = dset.attrs['patch_level'] + print('patch size: {}x{} patch level: {}'.format(patch_size, patch_size, patch_level)) + patch_size = tuple((np.array((patch_size, patch_size)) * wsi.level_downsamples[patch_level]).astype(np.int32)) + print('ref patch size: {}x{}'.format(patch_size, patch_size)) + + if w*h > Image.MAX_IMAGE_PIXELS: + raise Image.DecompressionBombError("Visualization Downscale %d is too large" % downscale) + + if alpha < 0 or alpha == -1: + heatmap = Image.new(size=(w,h), mode="RGB", color=bg_color) + else: + heatmap = Image.new(size=(w,h), mode="RGBA", color=bg_color + (int(255 * alpha),)) + + heatmap = np.array(heatmap) + heatmap = DrawMapFromCoords(heatmap, wsi_object, coords, patch_size, vis_level, indices=None, draw_grid=draw_grid) + + file.close() + return heatmap + +def SamplePatches(coords_file_path, save_file_path, wsi_object, + patch_level=0, custom_downsample=1, patch_size=256, sample_num=100, seed=1, stitch=True, verbose=1, mode='w'): + file = h5py.File(coords_file_path, 'r') + dset = file['coords'] + coords = dset[:] + + h5_patch_size = dset.attrs['patch_size'] + h5_patch_level = dset.attrs['patch_level'] + + if verbose>0: + print('in .h5 file: total number of patches: {}'.format(len(coords))) + print('in .h5 file: patch size: {}x{} patch level: {}'.format(h5_patch_size, h5_patch_size, h5_patch_level)) + + if patch_level < 0: + patch_level = h5_patch_level + + if patch_size < 0: + patch_size = h5_patch_size + + np.random.seed(seed) + indices = np.random.choice(np.arange(len(coords)), min(len(coords), sample_num), replace=False) + + target_patch_size = np.array([patch_size, patch_size]) + + if custom_downsample > 1: + target_patch_size = (np.array([patch_size, patch_size]) / custom_downsample).astype(np.int32) + + if stitch: + canvas = Mosaic_Canvas(patch_size=target_patch_size[0], n=sample_num, downscale=4, n_per_row=10, bg_color=(0,0,0), alpha=-1) + else: + canvas = None + + for idx in indices: + coord = coords[idx] + patch = wsi_object.wsi.read_region(coord, patch_level, tuple([patch_size, patch_size])).convert('RGB') + if custom_downsample > 1: + patch = patch.resize(tuple(target_patch_size)) + + # if isBlackPatch_S(patch, rgbThresh=20, percentage=0.05) or isWhitePatch_S(patch, rgbThresh=220, percentage=0.25): + # continue + + if stitch: + canvas.paste_patch(patch) + + asset_dict = {'imgs': np.array(patch)[np.newaxis,...], 'coords': coord} + save_hdf5(save_file_path, asset_dict, mode=mode) + mode='a' + + return canvas, len(coords), len(indices) \ No newline at end of file