AIMC Topic: HIV Testing

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The Application of Machine Learning Algorithms to Predict HIV Testing in Repeated Adult Population-Based Surveys in South Africa: Protocol for a Multiwave Cross-Sectional Analysis.

JMIR research protocols Jan 27, 2025
BACKGROUND: HIV testing is the cornerstone of HIV prevention and a pivotal step in realizing the Joint United Nations Program on HIV/AIDS (UNAIDS) goal of ending AIDS by 2030. Despite the availability of relevant survey data, there exists a research ...
Humans Machine Learning Algorithms Retrospective Studies Female Young Adult Adult Cross-Sectional Studies Male Middle Aged Surveys and Questionnaires Adolescent HIV Infections Mass Screening South Africa HIV Testing
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Machine learning to improve HIV screening using routine data in Kenya.

Journal of the International AIDS Society Apr 1, 2025
INTRODUCTION: Optimal use of HIV testing resources accelerates progress towards ending HIV as a global threat. In Kenya, current testing practices yield a 2.8% positivity rate for new diagnoses reported through the national HIV electronic medical rec...
Humans Machine Learning Electronic Health Records Female Young Adult Adult Male Middle Aged Adolescent HIV Infections Mass Screening Kenya HIV Testing
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