EGFR and lung adenocarcinoma: In this study, we initially employed the Maximum Relevance Minimum Redundancy (mRMR) algorithm to perform preliminary feature selection on CT imaging data from 106 patients with EGFR-mutant advanced lung adenocarcinoma.