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Ao Sun

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Open access Oct 2026

Serum Inflammatory-Nutritional Markers Refine Machine-Learning Prognostic Stratification for Resectable Hepatocellular Carcinoma

Background Outcomes after curative resection for hepatocellular carcinoma (HCC) remain heterogeneous, and conventional staging systems have limited resolution for individual postoperative risk prediction. Serum inflammatory-nutritional markers are inexpensive and routinely available, but their value as integrated input...

Ao Sun, Chang-Lei Li, Jun-Zhe Zhang et al. · 0 citations

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