Results from several other studies also supported that radiomic features from the contrast-enhanced CT scan showed superiority over the unenhanced CT phase in lung adenocarcinoma diagnosis, differentiating lung adenocarcinoma from squamous cell carcinoma and EGFR-related mutation prediction (31–33). The gene discussed is EGFR; the disease is squamous cell carcinoma.