
Ellen Clayton MD
Professor, Pediatrics, Vanderbilt University School of Medicine
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2525 West End Ave., Suite 400Nashville, TN 37203
Phone+1 615-936-2686
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Education & Training
- University of Wisconsin Hospitals and ClinicsResidency, Pediatrics, 1985 - 1988
- Harvard Medical SchoolClass of 1985
Certifications & Licensure
- TN State Medical License 1988 - 2026
Publications & Presentations
PubMed
- Large language models are less effective at clinical prediction tasks than locally trained machine learning models.Katherine E Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X Collins
Journal of the American Medical Informatics Association. 2025-03-08 - Longitudinal investigation of neurobiological changes across pregnancy.Yanbin Niu, Benjamin N Conrad, M Catalina Camacho, Sanjana Ravi, Hannah A Piersiak
Communications Biology. 2025-01-18 - 2 citationsNot the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks.Katherine E Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X Collins
Medrxiv. 2024-12-05
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