(37) investigated performance by using a deep learning method to estimate the KRAS mutation status in colorectal cancer patients based on CT imaging and compared it with a radiomics model, and the results show that the deep learning model has a better performance. The gene discussed is KRAS; the disease is colorectal cancer.