The Use of Artificial Intelligence in Medical School Admissions: Can We Be Fair and Efficient?

• In Event: AERA Roundtable Session Saturday 7:45 am - Gold 4
  In Roundtable Session: Admissions in Focus: Equity, Predictive Insights, and Holistic Review

Abstract

Artificial Intelligence (AI) is increasingly integrated into healthcare and medical education, and its application in medical school admissions is gaining attention. This session explores how AI tools can enhance fairness, efficiency, and inclusivity in admissions while upholding ethical standards. Through structured dialogue and interactive discussion, medical school admissions leaders will examine opportunities for AI to support holistic review, mitigate bias, and streamline evaluation processes. The session will also address concerns around transparency, data integrity, and the risk of algorithmic discrimination. Participants will gain a nuanced understanding of the promises and limitations of AI in admissions, along with considerations for responsible implementation in medical and other professional school contexts.

Authors

• Leila Amiri, University of Vermont

• Ioannis Koutroulis, George Washington University

• Alexander MacIntosh, Altus Assessments