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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Shun Takeuchi

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Conference Jul 2026

JudgEHR: LLM-Guided Cohort Inference for Clinical Decision Confidence Estimation

Clinical decisions, such as diagnosing conditions, prescribing medications, and recommending procedures, are rarely made with absolute certainty. Instead, they reflect probabilistic judgments shaped by evolving patient information and incomplete evidence. However, current EHR systems and knowledge graphs encode such de...

Kexuan Xin, Guillaume Pelat, Jonathan Vitale et al. · 0 citations

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