KRAS and colorectal carcinoma: The comparison of the two models indicates that the CT-based DL model could reach the predictive level of the radiomics model in predicting the KRAS mutation status of CRC patients, while the DL can simplify the multi-step pipeline of the conventional radiomics method with little pre-processing and relatively greater reproducibility [31].