After clinical model screening, we found that age, burr, pleural adhesion, maximum length, pleural effusion, calcification, ground glass opacity and tumor grade were associated with ALK mutation status by univariate logistic analysis in the training cohort (Supplementary Table S4). Here, ALK is linked to neoplasm.