From 833f28e8d02c4a01b6d0d9b835642bdc19ac89e0 Mon Sep 17 00:00:00 2001 From: vkola Date: Sat, 14 Sep 2024 16:45:35 -0400 Subject: [PATCH] Update projects.qmd --- projects.qmd | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/projects.qmd b/projects.qmd index 8532ad6..8d8f2c8 100644 --- a/projects.qmd +++ b/projects.qmd @@ -5,28 +5,27 @@ author: "Matteo Bellitti" Active feature acquisition: Osman, Ketan, Karim -Learning on mri with missing sequences: Diala, Divya +Learning on MRIs with missing sequences: Diala, Divya Zero-shot learning on EEG configuration (train on some electrode config, infer on a different config): Ketan, Osman - EEG are few, and even if you have them often they are taken in a bunch of different configs Improving ML model performance and interpretability in scenarios with incomplete features: Chongua -Predicting biomarker status for biological AD: Varuna, Sahana, Shreyas, Lingyi, Mike, Chonghua +Predicting biomarker status for biological AD: Varuna, Sahana, Shreyas, Lingyi, Mike Fusion of digital pathology and gene expression to predict precancer: Lingyi Foundation model for the assessment of ADRD: Sahana, Matteo, Varuna, Shreyas, Lingyi, Meagan, Ketan - take multimodal data, routinely collected (text, MRI, EEG), build a virtual assistant for neurology -Speech deidentification preserving cognitive utility: Meysam, Cody, +Speech deidentification while preserving cognitive utility: Meysam, Cody - anonymize speech data while keeping enough audio features to estimate cognitive impairment - PodGPT: Shuyue, Subh, Ned, Varuna, Meagan, Lindsey, Divya - augment performance of LLM with STEM information, from written, audio, and video sources. We have a product online. -LLM grounding: Yi Liu +LLM grounding: Yi Liu, Krish Identification of tissue neighborhoods in colorectal cancer: Yichi @@ -36,17 +35,17 @@ Predicting cognitive status from reaction time: Matteo, Meagan Sleep and digital brain health: Matteo -AI augmented neuroradiologist: Shreyas, Krish, Olivia, Mike, +AI augmented neuroradiologist: Shreyas, Krish, Olivia, Mike -Vision-Language model for predicting biomarkers: Yi Zheng, Divya, +Vision-language model for predicting biomarkers: Yi Zheng, Divya Guided information retrieval from educational videos: Subh Evidence-based medical language model: Shuyue - Integrate medical professional expertise, database knowledge, and patient values/preferences -Effective drug toxicity on systemic circulation: Aubrey, Yichi +Effect of drug toxicity on systemic circulation: Aubrey, Yichi Correlation maps of ATN: Meagan, Matteo, Krish -Fusion of whole slide images and gene expression for cancer reoccurrence: Lingyi, Yichi \ No newline at end of file +Fusion of whole slide images and gene expression for cancer reoccurrence: Lingyi, Yichi