Head-Neck cancer prediction by radiomics feature extractions using python and MATLAB
This package includes files for implementation of "Radiomics strategies for risk assessment of tumour failure in head-and-neck cancer", doi:10.1038/s41598-017-10371-5.
The package is mainly divided into 2 parts based on the environment the following scripts are compatible with (python and MATLAB).
The project is compatible with Python2.7.x and Matlab R2018b
To install the required libraries of python, run pip install -r requirement.txt from the python directory.
Run ./python/save2mat.py to save ROIs and Mask in .mat format.
Run ./MATLAB/Master_script.m to save extracted features in .mat format.
Run ./python/Feature_extract.py to save reduced and selected feature datasets in pickle format.