Song et al. [31] showed a superior performance of DL-based approaches in evaluating EGFR mutation subtypes in patients with lung adenocarcinoma as compared with radiomics, even though they were not able to distinguish subtypes of EGFR mutations in detail. The gene discussed is EGFR; the disease is lung adenocarcinoma.