Large Language Model-Augmented Strategic Analysis of Innovation Projects in Graduate Medical Education

Affiliations

¹ is a Professor and Vice Chair for Education, Department of Obstetrics and Gynecology, and Assistant Director, Institute for Innovations in Medical Education, New York University (NYU) Grossman School of Medicine, New York, New York, USA.
² is an Assistant Professor, Division of Hospital Medicine, and Director, Precision and Translation Medical Education Laboratory, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York, USA.
³ is a Professor of Surgery and Anesthesiology, Vice President for Educational Affairs, Associate Dean for Graduate Medical Education, and Designated Institutional Official, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
⁴ is Director, Center for Bedside Medicine, and Charles Horace Mayo Professor of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
⁵ is an Associate Professor of Medicine, Penn State College of Medicine, Hershey, Pennsylvania, USA.
⁶ is Vice President of Education, Mass General Brigham, Associate Professor, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA, and Member, Board of Directors, Accreditation Council for Graduate Medical Education, Chicago, Illinois, USA.
⁷ is Vice President, Graduate Medical Education Innovations, American Medical Association, Chicago, Illinois, USA.

Abigail Ford Winkel et al. J Grad Med Educ. 2025 May.

. 2025 May;17(2 Suppl):6-9.

doi: 10.4300/JGME-D-24-00367.1. Epub 2025 May 15.

¹ is a Professor and Vice Chair for Education, Department of Obstetrics and Gynecology, and Assistant Director, Institute for Innovations in Medical Education, New York University (NYU) Grossman School of Medicine, New York, New York, USA.
² is an Assistant Professor, Division of Hospital Medicine, and Director, Precision and Translation Medical Education Laboratory, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York, USA.
³ is a Professor of Surgery and Anesthesiology, Vice President for Educational Affairs, Associate Dean for Graduate Medical Education, and Designated Institutional Official, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
⁴ is Director, Center for Bedside Medicine, and Charles Horace Mayo Professor of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
⁵ is an Associate Professor of Medicine, Penn State College of Medicine, Hershey, Pennsylvania, USA.
⁶ is Vice President of Education, Mass General Brigham, Associate Professor, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA, and Member, Board of Directors, Accreditation Council for Graduate Medical Education, Chicago, Illinois, USA.
⁷ is Vice President, Graduate Medical Education Innovations, American Medical Association, Chicago, Illinois, USA.

No abstract available

Figures

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