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Ping Yu

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Open access Aug 2026

Toward a Smart Learning Health System: An Ontology‐Based Framework

ABSTRACT Background Learning health system (LHS) frameworks have been presented in multiple forms, but there is no standardized representation that captures both their core concepts and the relationships among them. This limits their practical use by health services seeking to design, implement, and evaluate LHS capabi...

Meg Ma, Ping Yu, L. Hickman · 0 citations
Open access Sep 2026

Evaluating RAG Configurations for Clinical Information Extraction from EHR Notes: Aged Care Case Study

Empirical evidence is provided on how retrieval, embedding, and prompting choices influence clinical information extraction performance and practical guidance is offered for researchers and healthcare informatics practitioners seeking to optimise retrieval-augmented large language model systems for extracting clinicall...

Dinithi S. Vithanage, Quang Vinh Duong, Chao Deng et al. · 0 citations

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