Automated detection of stigmatizing language in Electronic Health Records (EHRs) using a multi-stage transfer learning approach
This framework offers a statistically validated, high-performing framework for detecting stigmatizing language in EHRs, supporting responsible AI and promoting equity in clinical care.
Authors
- Vivek K. Singh (ORCID: https://orcid.org/0000-0002-8194-2336)
- Charles Senteio (ORCID: https://orcid.org/0000-0002-0254-3127)
- Aminur Rahman (ORCID: https://orcid.org/0000-0003-1434-3883)
- Liyang Xue (ORCID: https://orcid.org/0000-0003-2908-9072)
Institutions
- Rutgers, The State University of New Jersey (US)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2025-11-09
- DOI
- https://doi.org/10.1093/jamia/ocaf193
- Citations
- 2
- Primary Topic
- Machine Learning in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 4.96