This paper is in the following e-collection/theme issue:

Reviews in Medical Informatics (93) Artificial Intelligence (1421) Machine Learning (1501) Systemic Racism and Racial Bias in Health Care and Society (88) Validity, Reliability, and Bias (94)

Published on in Vol 10, No 5 (2022): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/36388, first published .
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

Authors of this article:

Jonathan Huang1 Author Orcid Image ;   Galal Galal1 Author Orcid Image ;   Mozziyar Etemadi1, 2 Author Orcid Image ;   Mahesh Vaidyanathan1, 3 Author Orcid Image
Article Authors Cited by (69) Tweetations (11) Metrics

Jonathan Huang   1 , BSc ;   Galal Galal   1 , MD, MPH ;   Mozziyar Etemadi   1, 2 , MD, PhD ;   Mahesh Vaidyanathan   1, 3 , MD, MBA

1 Department of Anesthesiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States

2 Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States

3 Digital Health & Data Science Curricular Thread, Northwestern University Feinberg School of Medicine, Chicago, IL, United States

Corresponding Author:

  • Galal Galal, MD, MPH
  • Department of Anesthesiology
  • Northwestern University Feinberg School of Medicine
  • 420 E Superior St
  • Chicago, IL, 60611
  • United States
  • Phone: 1 (312) 503-8194
  • Email: galal.galal@nm.org