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Xuan-Yi Zhu

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Open access Aug 2026

Individualized Risk Stratification for Early Recurrence of Hepatocellular Carcinoma: A Clinical Tool Derived from a Large-Scale (n=3084) Cohort Study

This methodologically rigorous ML framework provides a highly sensitive, data-driven tool for individual risk stratification and can guide clinicians in implementing intensified postoperative surveillance and selecting candidates for targeted adjuvant interventions, ultimately improving oncological outcomes in HCC.

Xuan-Yi Zhu, Yitao Zhao, Mu-Yan Li et al. · 0 citations

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