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Author

Chunhua Weng

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Review Open access Oct 2026

Guideline-grounded large language models for extracting genome-informed clinical recommendations from electronic health records.

BACKGROUND Precision medicine requires delivery and tracking of genome-informed risk assessments (GIRAs), often documented in unstructured electronic health record (EHR) notes, making large-scale evaluation reliant on labor-intensive manual chart review. Large language models (LLMs) offer a promising approach to automa...

Yi Xin, K. W. Davis, Wu-Chen Su et al. · 0 citations
Review Jul 2026

Toward Automated Detection of Documentation Inconsistencies in Electronic Health Records

This formative study establishes a methodological foundation and conceptual framework to guide subsequent validated, large-scale EHR-inconsistency analysis and proposes a graded ontology spanning strict contradiction and ambiguity, with a schema characterizing each flagged case by category, section, domain, and inconsi...

Jiankang Lu, Panyu Chen, Miriam M. Treggiari et al. · 0 citations
Review Open access Jul 2026

Tutorial: guidance on the use of large language models for medical research

This entry-level tutorial aims to equip healthcare professionals with the tools necessary to effectively integrate LLMs into clinical practice, ensuring that these powerful technologies are applied in a safe, reliable, and impactful manner.

Qiao Jin, Nicholas Wan, Robert Leaman et al. · 1 citation

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