Our model also showed an AUC of 0.930 (95% CI 0.892–0.969) in differentiating HCC patients with normal serum AFP from cirrhotic patients; while AFP had an AUC of 0.617 (95% CI 0.533–0.701; Fig. 4F). Here, AFP is linked to hepatocellular carcinoma.