Author

Jerry Liu

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Preprint Sep 2026

A Living Benchmark for Information Retrieval from Electronic Health Records

A scalable framework that automatically generates question--answer pairs from longitudinal EHR notes that supports evaluations that static benchmarks cannot, including the generation of multiple answers that reflect variation in clinician reasoning for robust performance assessment and continuously refreshing benchmark...

J. Cahoon, C. Stanwyck, Sulaiman Somani et al. · 1 citation

#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

Review Open access Aug 2026

An Electronic Health Record–Integrated, Large Language Model–Powered Tool to Triage Surgical Patients

The findings of this study suggest that an LLM-powered human-in-the-loop agentic workflow could accurately triage surgical patients for a surgical comanagement service.

Janelle B. Wang, T. Keyes, April S. Liang et al. · JAMA Network Open · 0 citations