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PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments

PhysicianBench evaluates LLM agents on 100 real-world EHR tasks across 21 specialties, finding top models achieve only 46% success.

Ruoqi Liu, Imran Mohiuddin, Austin J Schoeffler, Kavita Renduchintala and 9 more

Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026 · ▲ 8 on Hugging Face · Code ★ 59

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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 3/5