In detail, mutations in two distinct genes were associated with radiomic features: in the BAP1 gene, associated with ill-defined tumor margins and with the presence of calcification, and in the MUC4 gene, associated with exophytic growth. This evidence concerns the gene MUC4 and neoplasm.