Conventional and machine learning-based risk scores for patients with early-stage hepatocellular carcinoma.

Both the conventional Cox-based CATS-IF score and ML-based CATS-INF score effectively stratified patients with early-stage HCC into distinct prognostic groups, with the CATS-INF score showing slightly superior performance.