CEACAM5 and neoplasm: used a dual-mode model (MP-NN) to integrate serum metabolic fingerprints (SMFs) with protein tumor marker carcinoembryonic antigen (CEA) for the diagnosis of early lung adenocarcinoma and classification of lung nodules.