While accuracy obtained via cross validation was higher than 0.8 for GBM and IDH prediction in TCIA, the highest accuracy models obtained via the NCC dataset were only 0.4-0.6 AUROCs, regardless of the pre-processing methods used (Supplementary Figures S3–S5). This evidence concerns the gene IDH1 and glioblastoma.