Interpretable MRI-based Multiparametric Radiomics for Preoperative Prediction of CMS4 Colorectal Cancer

In patients with colorectal cancer, a machine learning radiomics model based on preoperative multiparametric MRI predicted consensus molecular subtype 4 with strong performance and biologic interpretability supported by transcriptomic analyses.