To achieve these goals, we performed covariate-specific receiver operating characteristics regression analysis to determine covariates which independently influence the performance of AFP, and compared C statistics of AFP according to the covariates to identify subgroup(s) with optimized AFP performance among CHB patients on HCC surveillance. Here, AFP is linked to hepatocellular carcinoma.