Ugga et al.'s study found that MRI-based radiomics could indirectly predict tumor aggressiveness by predicting Ki-67 proliferative index in pituitary macroadenomas, with excellent accuracy of more than 91% [24]. This evidence concerns the gene MKI67 and neoplasm.