Author

Hyunjae Kim

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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. · arXiv.org · 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