ALB and Cirrhosis: For the combined model, no multicollinearity was found among variables (Table S5), and the CNN model-based cirrhosis probability, age, platelet count, total bilirubin, albumin, AST, ALT, alkaline phosphatase (ALP), gamma-glutamyl transferase (GGT), and international normalized ratio were selected to build the combined model.