AI Medical Compendium Journal:
Journal of the International AIDS Society

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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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Super learner analysis of real-time electronically monitored adherence to antiretroviral therapy under constrained optimization and comparison to non-differentiated care approaches for persons living with HIV in rural Uganda.

Journal of the International AIDS Society Mar 1, 2020
INTRODUCTION: Real-time electronic adherence monitoring (EAM) systems could inform on-going risk assessment for HIV viraemia and be used to personalize viral load testing schedules. We evaluated the potential of real-time EAM (transferred via cellula...
Humans Machine Learning Female Adult Male HIV Infections Viral Load Anti-HIV Agents Cohort Studies Medication Adherence Uganda Longitudinal Studies Drug Monitoring CD4 Lymphocyte Count Viremia HIV-1
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