EGFR and neoplasm: For the EGFR mutation-positive group, the radiomic score consisted of age {[Coefficient (coef): 2.76]}, Caucasian race (coef: 0.961), male sex (coef: 0.89), edema/tumor volume ratio (coef: −3.71), tumor number (coef: 1.78), an intensity feature exacted from edema area (coef: 1.37) and a textual feature exacted from tumor area (coef: −1.41).