However, due to the tumor heterogeneity and small sample for EGFR detection, it is of great value to identify radiological features of patients with EGFR mutation and integrate the clinical variables into radiological characteristics to predict EGFR mutation before targeted therapy. The gene discussed is EGFR; the disease is neoplasm.