CHI-Bench shows current AI agents achieve at most 28% success on long-horizon healthcare workflows that require dense policy adherence, multi-role handoffs, and multi-turn interactions.
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Allocation of Physician Time in Ambulatory Practice: A Time and Motion Study in 4 Specialties
3 Pith papers cite this work, alongside 1,426 external citations. Polarity classification is still indexing.
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LLM pipeline with novel attribution algorithm extracts ROS entities, negation status, and body systems from 24 clinical notes at up to 0.952 F1 using open-source models.
MDwAIstScheduler is a low-cost, hidden voice assistant that automatically creates calendar events from spoken commands using Raspberry Pi hardware and cloud LLM processing.
citing papers explorer
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CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
CHI-Bench shows current AI agents achieve at most 28% success on long-horizon healthcare workflows that require dense policy adherence, multi-role handoffs, and multi-turn interactions.
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A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes
LLM pipeline with novel attribution algorithm extracts ROS entities, negation status, and body systems from 24 clinical notes at up to 0.952 F1 using open-source models.
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MDwAIstScheduler: A Low-Cost, Voice-Activated Device for Hands-Free Clinical Scheduling
MDwAIstScheduler is a low-cost, hidden voice assistant that automatically creates calendar events from spoken commands using Raspberry Pi hardware and cloud LLM processing.