Zhao et al. (38) used clinical imaging features of CT to predict EGFR mutation status in 471 patients with lung adenocarcinoma and reported an AUC of 0.706 when EGFR mutation status was predicted by clinical features, and 0.784 after the combined CT signatures. The gene discussed is EGFR; the disease is lung adenocarcinoma.