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Hui-Ping Yan

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Open access Sep 2026

Large Language Models for Heterogeneous Data Mining in Liver Disease: Framework Development and Retrospective Validation Study

In this single-center retrospective cohort of patients with clear-cut, nonoverlapping liver disease etiologies, LLM-derived embeddings provided complementary information to structured laboratory variables for multiclass liver disease classification.

Hai-Ping Zhang, Xin-Ming Li, Ke-Chi Fang et al. · 0 citations

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