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Qing-Yu Chen

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Review Jul 2026

MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models

MedPMC, an automated, continuously updatable framework that transforms permissively licensed literature into high-fidelity infrastructure for medical multimodal models, is introduced and publicly release the framework, corpus, benchmarks, and pretrained models.

Hyunjae Kim, Dain Kim, Pan Xiao et al. · 0 citations
Review Aug 2026

HealMed: Multilingual Evaluation of Large Language Models in Medicine

On HealMed, performance declined most in low-resource languages, although the size of the gap varied markedly across languages and models, whereas many open-source and medically specialized models showed larger and less consistent gaps.

Yingjian Chen, Fan Gao, Sherry T. Tong 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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