Additionally, when stratified by other factors including TNM stage, age, sex, tumor size, location, histology, differentiation, CEA, and CA19-9, 2 radiomics imaging biomarkers and the combined biomarker maintained their statistically significant predictive value for prognosis in these subgroups (Supplemental Figures 9–14). Here, CEACAM5 is linked to neoplasm.