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

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Title: Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review.
Authors: Burk-Rafel J; J. Burk-Rafel is assistant professor of medicine and assistant director of UME-GME innovation, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York. At the time this work was completed, he was an internal medicine resident at NYU Langone Health, New York, New York; ORCID: https://orcid.org/0000-0003-3785-2154 ., Reinstein I; I. Reinstein is a research scientist, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York., Feng J; J. Feng is an orthopedic surgery resident, Beaumont Health, Royal Oak, Michigan. At the time this work was completed, he was a master's student in biomedical informatics, NYU Grossman School of Medicine Vilcek Institute of Graduate Biomedical Sciences, New York, New York., Kim MB; M.B. Kim is a biostatistician at Aprogen, Seongnam, Republic of Korea. At the time this work was completed, he was a master's student in biomedical informatics, NYU Grossman School of Medicine Vilcek Institute of Graduate Biomedical Sciences, New York, New York., Miller LH; L.H. Miller is assistant professor of cardiology and assistant dean for career advisement, Zucker School of Medicine at Hofstra/Northwell, New York, New York., Cocks PM; P.M. Cocks is the Abraham Sunshine Assistant Professor of Medicine, and program director of the internal medicine residency program, NYU Langone Health, New York, New York., Marin M; M. Marin is director of the division of educational analytics, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York., Aphinyanaphongs Y; Y. Aphinyanaphongs is director of operational data science and machine learning, NYU Langone Health, New York, New York.
Source: Academic medicine : journal of the Association of American Medical Colleges [Acad Med] 2021 Nov 01; Vol. 96 (11S), pp. S54-S61.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Published for the Association of American Medical Colleges by Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 8904605 Publication Model: Print Cited Medium: Internet ISSN: 1938-808X (Electronic) Linking ISSN: 10402446 NLM ISO Abbreviation: Acad Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Burk-Rafel+J%22">Burk-Rafel J</searchLink>; J. Burk-Rafel is assistant professor of medicine and assistant director of UME-GME innovation, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York. At the time this work was completed, he was an internal medicine resident at NYU Langone Health, New York, New York; ORCID: https://orcid.org/0000-0003-3785-2154 .<br /><searchLink fieldCode="AU" term="%22Reinstein+I%22">Reinstein I</searchLink>; I. Reinstein is a research scientist, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York.<br /><searchLink fieldCode="AU" term="%22Feng+J%22">Feng J</searchLink>; J. Feng is an orthopedic surgery resident, Beaumont Health, Royal Oak, Michigan. At the time this work was completed, he was a master's student in biomedical informatics, NYU Grossman School of Medicine Vilcek Institute of Graduate Biomedical Sciences, New York, New York.<br /><searchLink fieldCode="AU" term="%22Kim+MB%22">Kim MB</searchLink>; M.B. Kim is a biostatistician at Aprogen, Seongnam, Republic of Korea. At the time this work was completed, he was a master's student in biomedical informatics, NYU Grossman School of Medicine Vilcek Institute of Graduate Biomedical Sciences, New York, New York.<br /><searchLink fieldCode="AU" term="%22Miller+LH%22">Miller LH</searchLink>; L.H. Miller is assistant professor of cardiology and assistant dean for career advisement, Zucker School of Medicine at Hofstra/Northwell, New York, New York.<br /><searchLink fieldCode="AU" term="%22Cocks+PM%22">Cocks PM</searchLink>; P.M. Cocks is the Abraham Sunshine Assistant Professor of Medicine, and program director of the internal medicine residency program, NYU Langone Health, New York, New York.<br /><searchLink fieldCode="AU" term="%22Marin+M%22">Marin M</searchLink>; M. Marin is director of the division of educational analytics, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York.<br /><searchLink fieldCode="AU" term="%22Aphinyanaphongs+Y%22">Aphinyanaphongs Y</searchLink>; Y. Aphinyanaphongs is director of operational data science and machine learning, NYU Langone Health, New York, New York.
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