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Author

Junjun He

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Review Open access Aug 2026

HealthFlow: automating electronic health record analysis via a strategically self-evolving multi-agent framework

Electronic health records (EHRs) are a rich source of real-world clinical data, but turning them into valid analyses remains slow, brittle, and expert-intensive. Although recent AI agents can answer medical questions and use tools, automating full EHR workflows remains difficult because small planning or execution erro...

Yinghao Zhu, Zi-Xiang Wang, Yi-Fan Qi et al. · 0 citations
Jul 2026

Evidence-Grounded AI for Musculoskeletal Care

OrthoPilot is a clinical artificial intelligence system powered by a large language model (LLM) that integrates hospital data streams with authoritative external knowledge for continuous musculoskeletal care and autonomously retrieves real-time imaging, laboratory, pathology and order data and translates evolving patie...

Wenjie Li, Yu-Jie Zhang, Fanrui Zhang et al. · 0 citations

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