Review of the literature on discrimination of RCC subtypes identified only one article establishing the radiomics models of Boruta and mRMRe combined with von Hippel-Lindau (VHL) gene mutation to distinguish ccRCC from non-ccRCC, with good performance19. This evidence concerns the gene VHL and nonpapillary renal cell carcinoma.