A multimodal learning framework combining focal tumor imaging, geometric features, and brain network data from MRI improved IDH mutation prediction, outperforming existing deep learning models (Figure 6).73 In addition, integrating radiomics with machine learning models can efficiently classify glioblastoma transcriptome subtypes. Here, IDH1 is linked to glioblastoma.