Based on the preliminary retrospective validation of the efficacy of five HCC screening strategies(including conventional AFP combined with ultrasound-based general screening strategy, REACH-B, AGED, aMAPand aMAP 3.0 risk score) in Xiaolan Town, a head-to-head comparison for HCC screening is conducted in Zhongshan City, Guangdong Province. The study is a prospective, single-center, head-to-head trial aiming to enroll 4,500 HBsAg-positive individuals. It adopts a two-phase design of HBV screening first, followed by HCC surveillance:Phase I: Recruitment of age-eligible populations at study sites for HBsAg screening to establish a high-risk cohort positive for hepatitis B surface antigen.Phase II: Implementation of uniform HCC surveillance (AFP combined with liver ultrasound every six months) for HBsAg-positive individuals, with concurrent application of different risk stratification models to evaluate risk levels and screening efficacy for each participant during follow-up.Furthurmore, based on baseline biological information and follow-up data, the study also aims to explore the development of a more effective risk prediction model for HCC.