KRAS and neoplasm: Meng et al. [30] used multi-parametric MRI data to construct radiomic models for predicting multiple biological characteristics (Ki67 expression, lymph node metastasis, tumor differentiation, HER-2 and KRAS-2 mutation) of rectal cancer, with AUC values ranged from 0.651 to 0.699.