For example, a study by Pease et al. showed that a radiomics model based on CE-T1WI and pre-contrast axial T2-weighted Fluid-Attenuated Inversion Recovery (FLAIR) features for predicting MGMT status in glioblastoma, with AUC of 0.85 by leave-one-out-cross-validation [24]. The gene discussed is MGMT; the disease is glioblastoma.