As shown in Fig. 4B, the combination of risk score with AFP and TNM showed the largest AUC (72.02%) for HCC early recurrence compared to risk score alone (AUC: 64.89%), risk score + AFP (AUC: 66.85%), and risk score + TNM (AUC: 70.80%). Here, AFP is linked to hepatocellular carcinoma.