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Abstract Background and Aim The pathogenic process underlying the development of hepatocellular carcinoma (HCC) is not yet clear in patients with hepatitis C virus (HCV) who have received direct‐acting antiviral (DAA) therapy and achieved sustained virological response (SVR). This study validated a composite predictive model for HCC in these patients. Methods This study included 3058 patients in whom HCV was eradicated with DAA therapy. After DAAs recommendation for surveillance (ADRES) score, which is based on sex, FIB‐4 index, and α‐fetoprotein, was used as a composite predictive model for HCC development. Results The 1‐, 3‐, and 5‐year cumulative incidence rates of HCC were 0.9, 4.5, and 15.2%, respectively. Multivariate analysis with Cox proportional hazards models showed that male sex (hazard ratio [HR], 2.646; 95% confidence interval [CI], 1.790–3.911), FIB‐4 index >3.25 (HR, 2.891; 95% CI, 1.947–4.293), and α‐fetoprotein >5 ng/mL (HR, 2.835; 95% CI, 1.914–4.200) are independently associated with HCC development. The incidence of HCC differed significantly by ADRES score (P |