Another radiomics model reliably predicted EGFR mutations in NSCLC based on the presence of emphysema, airway abnormalities, the percentage of the ground glass component, and the type of tumor margin (AUC = 0.89) [87]. This evidence concerns the gene EGFR and non-small cell lung carcinoma.