Therefore, the aim of our study is to (1) investigate the role of radiomic features in the prediction of ALK rearrangement status in lung adenocarcinomas, and (2) examine whether or not the addition of conventional CT characteristics and clinical data can improve the performance of the predictive model. The gene discussed is ALK; the disease is lung adenocarcinoma.