As shown in Table 3, the univariate analysis of training cohort indicated that except for a few indicators (such as Log ALT, Log AST, TP, and ALB), all other indicators were potential difference factors between ICC and HCC patients (p < 0.01). Here, ALB is linked to intrahepatic cholangiocarcinoma.