Effect of MIL normalisation on accuracy of radiomics model for glioma grading, for isocitrate dehydrogenase 1 (IDH1) prediction (a key genetic marker of adult-type diffuse glioma that has prognostic and diagnostic qualities), and on tumour segmentation was assessed. Here, IDH1 is linked to central nervous system cancer.