Leveraging Natural Language Processing to Identify Veterans Who Inject Drugs to Assess Preexposure Prophylaxis and Sexually Transmitted Infection Testing Services at the Veterans Health Administration

The NLP dashboard efficiently identified PWID within an extensive health care system, revealing significant gaps in preventive care delivery despite high engagement with mental health services. Findings suggest opportunities to leverage existing therapeutic relationships while enhancing collaboration among mental health, social work, and infectious disease services to improve care for this vulnerable population.

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Publication Details

Journal
Open Forum Infectious Diseases
Published
2025-03-05
DOI
https://doi.org/10.1093/ofid/ofaf113
Primary Topic
Ethics in Clinical Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Leveraging Natural Language Processing to Identify Veterans Who Inject Drugs to Assess Preexposure Prophylaxis and Sexually Transmitted Infection Testing Services at the Veterans Health Administration

C. M. O’Connor, Karine Rozenberg‐Ben‐Dror, Minh Q Ho, Karen Slazinski et al.
Open Forum Infectious Diseases
Ethics in Clinical Research
article

Leveraging Natural Language Processing to Identify Veterans Who Inject Drugs to Assess Preexposure Prophylaxis and Sexually Transmitted Infection Testing Services at the Veterans Health Administration

C. M. O’Connor, Karine Rozenberg‐Ben‐Dror, Minh Q Ho, Karen Slazinski, Mohamed Ahmed
article en

Abstract

The NLP dashboard efficiently identified PWID within an extensive health care system, revealing significant gaps in preventive care delivery despite high engagement with mental health services. Findings suggest opportunities to leverage existing therapeutic relationships while enhancing collaboration among mental health, social work, and infectious disease services to improve care for this vulnerable population.

Open Forum Infectious DiseasesVol. 12(4)
University of Central Florida (US), Orlando Health (US), VA Great Lakes Health Care System (US), Orlando VA Medical Center (US), Florida College (US)
Openalex Percentile: Top 94%
Ethics in Clinical Research
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