diagnostic-accuracy

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#diagnostic-accuracy

Human-LLM Dialogue Improves Diagnostic Accuracy in Emergency Care

arXiv cs.AI · 2026-05-12 Cached

This study evaluates how interactive dialogue with an LLM (via the MedSyn system) improves diagnostic accuracy for physicians in emergency care settings, showing significant gains for residents on difficult cases.

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#diagnostic-accuracy

Pioneering an AI clinical copilot with Penda Health

OpenAI Blog · 2025-07-22 Cached

OpenAI partnered with Penda Health in Kenya to study an LLM-powered clinical copilot called AI Consult, which demonstrated a 16% relative reduction in diagnostic errors and 13% reduction in treatment errors across 39,849 patient visits. The study highlights successful real-world implementation of AI in primary care and provides a template for safe, effective deployment of LLMs to support clinicians.

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