In order to accommodate external data from the TCGA-GBM dataset, predictive models for IDH and ATRX mutations were re-trained and evaluated using only T1 pre- and postcontrast, T2, and T2/FLAIR weighted images. Here, ATRX is linked to glioblastoma.