Fig. 1. Workflow of image preprocessing, radiomics feature extraction, and machine learning.

ADC apparent diffusion coefficient, FA fractional anisotropy, T1 T1-weighted image, CC corpus callosum, ET extra trees, GBM gradient boosting machine, GPC Gaussian process classification, RF random forest, SVM support vector machine.