Author

E. Schenck

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Open access Sep 2026

MES: A Multi-Agent Evidence Synthesis System for Medical Decision-Making

Medical evidence synthesis increasingly requires published studies, real-world clinical data and structured biomedical knowledge, yet most automated systems remain centered on literature retrieval and summarization. Here we present MES, a multi-agent framework for source-grounded medical evidence synthesis. MES coordin...

Hao-Yang Li, Wei-Di Pan, Suraj Rajendran et al. · medRxiv · 0 citations

#reinforcement learning Open access Oct 2026

Development and validation of VentPilot: an AI-based recommendation system for mechanical ventilation

Mechanical ventilation requires repeated adjustment to changing patient physiology, but consistent individualized management remains challenging. We developed VentPilot, an artificial intelligence–based system for recommending ventilator settings, and evaluated it in multicenter retrospective validation cohorts. VentPi...

H. Lee, Ga-On An, Yeonwoo Jeong et al. · Journal of Intensive Care · 0 citations