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Author

E. Alsentzer

3 papers indexed here

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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
Preprint Aug 2026

Protecting patient privacy in clinical foundation models: Technical and legal perspectives

This work proposes a practical framework for assessing privacy risk in clinical foundation models and illustrates realistic leakage scenarios across deployment settings, map them to legal regimes, and outline complementary technical and legal mitigations.

Sana Tonekaboni, Lena Stempfle, Sasha Ronaghi et al. · 0 citations

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