Identifying People Living With or Those at Risk for HIV in a Nationally Sampled Electronic Health Record Repository Called the National Clinical Cohort Collaborative: Computational Phenotyping Study
Using an extensive phenotyping algorithm leveraging granular data in an EHR repository, we have identified people living with HIV, people not living with HIV, PrEP users, and PEP users. Our findings offer transferable lessons to optimize future EHR phenotyping for these cohorts.
Authors
- Amy L. Olex (ORCID: https://orcid.org/0000-0001-8064-521X)
- Rena C. Patel (ORCID: https://orcid.org/0000-0001-9893-5856)
- Nada Fadul (ORCID: https://orcid.org/0000-0001-5022-9063)
- Tommy Williams
- Jessica Y. Islam (ORCID: https://orcid.org/0000-0002-3690-3848)
- Jing Sun (ORCID: https://orcid.org/0000-0003-3741-0962)
- Dimple Vaidya (ORCID: https://orcid.org/0000-0002-2850-8880)
- Vithal Madhira (ORCID: https://orcid.org/0000-0001-5359-1703)
- Julie A. McMurry (ORCID: https://orcid.org/0000-0002-9353-5498)
- Cara D Varley (ORCID: https://orcid.org/0000-0003-3209-4489)
- Shukri A. Hassan (ORCID: https://orcid.org/0000-0001-6732-9263)
- Alfred Jerrod Anzalone (ORCID: https://orcid.org/0000-0002-3212-7845)
- Melissa Haendel (ORCID: https://orcid.org/0000-0001-9114-8737)
- Sandra E. Safo (ORCID: https://orcid.org/0000-0001-9593-4778)
- Zachary Butzin-Dozier (ORCID: https://orcid.org/0000-0001-6419-0008)
- Lesley E. Jackson (ORCID: https://orcid.org/0000-0002-9373-7620)
- Eric Hurwitz (ORCID: https://orcid.org/0000-0002-6581-7754)
- Kenneth J. Wilkins (ORCID: https://orcid.org/0000-0003-0531-7165)
- Dongmei Li (ORCID: https://orcid.org/0000-0001-9140-2483)
- Pooja Maheria
Institutions
- University of North Carolina at Chapel Hill (US)
- University of Minnesota (US)
- Johns Hopkins University (US)
- Oregon Health & Science University (US)
- Virginia Commonwealth University (US)
- University of Washington (US)
- University of South Florida (US)
- University of Rochester Medical Center (US)
- Moffitt Cancer Center (US)
- University of Alabama at Birmingham (US)
- National Institute of Diabetes and Digestive and Kidney Diseases (US)
- Vere Software (United States) (US)
- Berkeley Public Health Division (US)
- University of Nebraska Medical Center (US)
- University of California, Berkeley (US)
Publication Details
- Journal
- JMIR Medical Informatics
- Published
- 2025-05-15
- DOI
- https://doi.org/10.2196/68143
- Citations
- 2
- Primary Topic
- Medical Coding and Health Information
- Type
- article
- Field-Weighted Citation Impact
- 5.88