MGMT and neoplasm: The edema region resulted as the top-performing region in the prediction of MGMT status using multivariate analysis (AUC 0.78); the inverse variance feature from gray level co-occurrence matrix in whole tumor, instead, had the best performance using univariate analysis (p-value = 0.002).