In parallel with our work, an independent study by Eichinger et al. 26, also used the texture feature based machine learning method to predict IDH genotype in newly diagnosed grade 2–3 gliomas with 95% accuracy in the validation cohort. The gene discussed is IDH1; the disease is glioma.