Previous studies related to our study mainly focused on primary lesions of lung adenocarcinoma and highlighted that radiomics can be helpful in predicting EGFR mutations and subtypes mainly from medical imaging [10, 21, 26, 38]. This evidence concerns the gene EGFR and lung adenocarcinoma.