Clear cell renal cell carcinoma: Machine learning-based computed tomography radiomics analysis for the prediction of WHO/ISUP grade.

•More than 90 % of the ccRCCs were correctly classified using the ML-based CT radiomic analysis.•The performace was nip and tuck among different classifiers.•Excellent reproducibility was achieved in ICC analysis.