Choi et al. developed a complex hybrid approach based on 2D tumor images, radiomic features, 3D tumor shape, and loci guided by a tumor segmentation CNN, yet only achieved 78% IDH classification accuracy on the TCIA dataset [38]. The gene discussed is IDH1; the disease is neoplasm.