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Review Open access Sep 2026

State of clinical AI in 2026.

Clinical artificial intelligence (AI) has advanced rapidly, with frontier large language models now matching or exceeding physician performance on simulated diagnostic reasoning and clinical decision-support tasks. Yet adoption has outpaced the evidence base: fewer than 5% of cleared U.S. Food and Drug Administration (...

John Emmett Worth, Anastasia Perez, David Wu et al. · 1 citation
Preprint Sep 2026

A Living Benchmark for Information Retrieval from Electronic Health Records

Large language model (LLM)-based clinical assistants are increasingly being integrated into electronic health record (EHR) systems, transforming how clinicians retrieve and synthesize information from patient records. Their safety and utility depend on rigorous evaluation, yet existing benchmarks are manually curated,...

J. Cahoon, C. Stanwyck, Sulaiman Somani et al. · 0 citations
#artificial intelligence Preprint Sep 2026

A Living Benchmark for Information Retrieval from Electronic Health Records

Large language model (LLM)-based clinical assistants are increasingly being integrated into electronic health record (EHR) systems, transforming how clinicians retrieve and synthesize information from patient records. Their safety and utility depend on rigorous evaluation, yet existing benchmarks are manually curated,...

J. Cahoon, C. Stanwyck, Sulaiman Somani et al. · 0 citations

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