Ahn et al. found that radiomic features of contrast-enhanced T1-weighted images (T1WIs) of BMs predict EGFR mutation status in primary lung cancer cases with the highest AUC of 0.8909 (Ahn et al., 2020). The gene discussed is EGFR; the disease is lung carcinoma.