Adversarial Debiasing for Equitable and Fair Detection of Acute Coronary Syndrome Using 12-Lead ECG
We expect this framework to achieve fair diagnostic models across diverse demographic populations globally and be generalizable to other outcomes.
Authors
- Murat Akçakaya (ORCID: https://orcid.org/0000-0001-5094-1931)
- Karina Kraevsky-Phillips (ORCID: https://orcid.org/0000-0003-2362-7749)
- Salah S. Al‐Zaiti (ORCID: https://orcid.org/0000-0002-6862-0658)
- Clifton W. Callaway (ORCID: https://orcid.org/0000-0002-3309-1573)
- Ervin Sejdić (ORCID: https://orcid.org/0000-0003-4987-8298)
- Tanmay Gokhale (ORCID: https://orcid.org/0000-0002-9436-2058)
- Rui Qi Ji (ORCID: https://orcid.org/0009-0002-6626-9793)
- Christian Martin‐Gill (ORCID: https://orcid.org/0000-0002-3522-2100)
- Samir Saba (ORCID: https://orcid.org/0000-0003-4669-803X)
- Jessica K. Zègre‐Hemsey (ORCID: https://orcid.org/0000-0002-5650-0464)
- Zeineb Bouzid (ORCID: https://orcid.org/0000-0002-1095-4444)
- Nathan T. Riek (ORCID: https://orcid.org/0000-0003-3286-560X)
- Gilles Clermont (ORCID: https://orcid.org/0000-0002-0163-1379)
Institutions
- University of North Carolina at Chapel Hill (US)
- Georgia Institute of Technology (US)
- University of Pittsburgh (US)
- University of Toronto (CA)
- North York General Hospital (CA)
- University of Pittsburgh Medical Center (US)
- University of Rochester (US)
Publication Details
- Journal
- IEEE Transactions on Biomedical Engineering
- Published
- 2025-08-11
- DOI
- https://doi.org/10.1109/tbme.2025.3597527
- Primary Topic
- ECG Monitoring and Analysis
- Type
- article
- Field-Weighted Citation Impact
- 0.00