Accessibility settings

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

Artificial Intelligence (4854) Tools, Programs and Algorithms (591) Bioinformatics Methods and Algorithms (27) Systemic Racism and Racial Bias in Health Care and Society (156) Validity, Reliability, and Bias (143)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71757, first published .
Doctor in white coat using tablet with patient in background

Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study

Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study

Authors of this article:

Faris Gulamali1 Author Orcid Image ;   Ashwin Shreekant Sawant1 Author Orcid Image ;   Lora Liharska1 Author Orcid Image ;   Carol Horowitz1 Author Orcid Image ;   Lili Chan1 Author Orcid Image ;   Ira Hofer1 Author Orcid Image ;   Karandeep Singh2 Author Orcid Image ;   Lynne Richardson1 Author Orcid Image ;   Emmanuel Mensah3 Author Orcid Image ;   Alexander Charney1 Author Orcid Image ;   David Reich1 Author Orcid Image ;   Jianying Hu4 Author Orcid Image ;   Girish Nadkarni1 Author Orcid Image
Article Authors Cited by (3) Tweetations (1) Metrics

Journals

  1. Waite R, Iheduru-Anderson K. Toward health equity in academic nursing and healthcare systems, part 2: Evidence-based strategies for action. Nursing Outlook 2026;74(2):102688 View
  2. Lee J, Choi B, Jeong K, Suh S, Kim J, Son D. Refined Exclusion in Medical AI: Data Justice and Patient Safety Governance (Preprint). Journal of Medical Internet Research 2026 View
  3. Wu H, Yang Y, Wang L, Su H, Li X. The Digital Transformation of Rehabilitation Medicine: A Narrative Review of Artificial Intelligence Innovations, Clinical Integration, and Future Paradigms. Journal of Evaluation in Clinical Practice 2026;32(6) View