(28) evaluated the postoperative recurrence risk of lung cancer patients based on AI analysis of three-dimensional imaging data and found that high SUVmax, larger solid tumor volume, and abnormal carcinoembryonic antigen levels were unfavorable prognostic factors that significantly affected recurrence survival rate. This evidence concerns the gene CEACAM5 and lung cancer.