For example, random forest classifier of CT radiomics features correctly identified mutations in PBRM1 (AUC=0.987) and BAP1 (AUC=0.897) of ccRCC [31, 32]. This evidence concerns the gene BAP1 and nonpapillary renal cell carcinoma.