In addition, the comprehensive findings from using a multi-segmentation approach, feature selection algorithms, and multi-machine learning classifiers in discriminating IDH-mutant grade 4 astrocytomas from IDH-wild-type GBMs in original and generated data with different training and testing sets are provided in the Supplementary File. Here, IDH1 is linked to astrocytoma (excluding glioblastoma).