Some studies have applied deep learning models to identify TP53 mutations in pancreatic cancer using MRI multi-modal imaging (34), EGFR mutation status of lung adenocarcinoma using CT imaging (35, 36), and KRAS mutations in colorectal cancer using CT imaging (37). Here, KRAS is linked to colorectal cancer.