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Using Natural Language Processing and Machine Learning to Identify Internal Medicine–Pediatrics Residency Values in Applications

Bibliographic Data

ID21614355
AuthorsBenjamin Drum (0000-0001-6056-9037, B. Drum is assistant professor, Department of Internal Medicine, and adjunct professor, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, corresponding author), Jianlin Shi (J. Shi is a research associate, Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah ; [email protected]), Bennet Peterson (0000-0001-7906-5146, B. Peterson is a graduate student, Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah), Sara Lamb (S. Lamb is vice dean of education, University of Utah School of Medicine, Salt Lake City, Utah ; [email protected]), John F Hurdle (0000-0002-1188-7685, J.F. Hurdle is professor, Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah ; [email protected]), Casey Gradick (C. Gradick is assistant professor, Department of Internal Medicine, and adjunct professor, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah ; [email protected])
Year2023
Volume98
Issue11
Pages1278-1282
Publication date2023-11-01
Open AccessYes
TypeARTICLE
VenueAcademic Medicine (JOURNAL)
Journal identifiersISSN: 1040-2446 • E-ISSN: 1938-808X
PublisherOxford University Press (OUP) (PUBLISHER)
DOI10.1097/acm.0000000000005352
PMID37506388
OpenAlexW4385332627
LanguageEN
Citations received2
References cited9

Curiosity · Family medicine · Graduate medical education · Medical education · MEDLINE · Staffing · Teamwork · Artificial Intelligence in Healthcare and Education · Computer Science · Diversity and Career in Medicine · Medical Education and Admissions · Medicine · Nursing · Psychology · Social Psychology · Artificial Intelligence

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    Open Access•Waqar M Naqvi, Summaiya Zareen Shaikh et al.•Frontiers in Public Health•2024

  • Artificial Intelligence Meets Holistic Review

    Open Access•Jacob T Rosenthal, Frederic W Hafferty et al.•Academic Medicine•2025

  • Machine Learning in Medicine

    Alvin Rajkomar, Jeffrey Dean et al.•New England Journal of Medicine•2019

  • Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review

    Jesse Burk-Rafel, Ilan Reinstein et al.•Academic Medicine•2021

  • The Association of American Medical Colleges

    FRED C ZAPFFE•Academic Medicine•1938

Citations per year1
Citation span2024 - 2025 (2)
Highly citedNo

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