Hou’s study indicated that MRI radiomics can be used to detect the EGFR mutation of hepatic metastasis of NSCLC patients, and AUCs was 0.908 in the training set and 0.884 in the training set (Hou et al., 2023). The gene discussed is EGFR; the disease is non-small cell lung carcinoma.