MGMT and glioblastoma: Park et al. extracted radiomics features from MRI DWI and PWI in addition to cMRI from 158 patients with newly diagnosed GBM, and combined these with clinical features including age, gender, KPS, MGMT promoter methylation status, and extent of surgical resection to develop a ML-based predictive model for survival.