Artificial Intelligence Screening of Medical School Applications: Development and Validation of a Machine-Learning Algorithm.

Journal: Academic medicine : journal of the Association of American Medical Colleges
Published Date:

Abstract

PURPOSE: To explore whether a machine-learning algorithm could accurately perform the initial screening of medical school applications.

Authors

  • Marc M Triola
    Grossman School of Medicine, New York University, New York, NY, USA.
  • Ilan Reinstein
    I. Reinstein is a research scientist, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York.
  • Marina Marin
    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.
  • Colleen Gillespie
    C. Gillespie is director, Division of Education Quality, Institute for Innovations in Medical Education, NYU Grossman School of Medicine, New York, New York.
  • Steven Abramson
    S. Abramson is vice dean for education, faculty, and academic affairs and chief academic officer, NYU Grossman School of Medicine, New York, New York.
  • Robert I Grossman
    R.I. Grossman is chief executive officer, NYU Langone Health, and dean, NYU Grossman School of Medicine, New York, New York.
  • Rafael Rivera
    R. Rivera Jr is associate dean for admission and financial aid, NYU Grossman School of Medicine, New York, New York.