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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 39870368
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 ...
Adolescent Adult Algorithms Cross-Sectional Studies Female HIV Infections HIV Testing Humans Machine Learning Male Mass Screening Middle Aged Retrospective Studies South Africa Surveys and Questionnaires Young Adult
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Machine learning to improve HIV screening using routine data in Kenya.

Journal of the International AIDS Society 40254897
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...
Adolescent Adult Electronic Health Records Female HIV Infections HIV Testing Humans Kenya Machine Learning Male Mass Screening Middle Aged Young Adult
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