Recently, radiomic features extracted from chest CT have been used to predict EGFR mutation in NSCLC in some studies,18, 19, 20, 21 but most of these studies included only a few radiomic features in their analyses.19, 20, 21. The gene discussed is EGFR; the disease is non-small cell lung carcinoma.