Category Archives: Health Systems
Effects of nutritional interventions on nutritional and immunological status and adherence to antiretroviral treatment among adults living with HIV in low- and middle-income countries: Systematic review and meta-analysis
Background HIV/AIDS may cause malnutrition, both directly and indirectly, through common infections. This systematic review and meta-analysis aim to evaluate the effects of nutritional interventions on nutritional status, immunological status,...
Free antiretrovirals as a key tool against the HIV pandemic: A systematic review
BACKGROUND/OBJECTIVES: Access to antiretroviral (ARV) drugs remains a critical challenge in achieving the WHO/UNAIDS 95-95-95 targets, with medication costs representing a substantial barrier. This systematic review evaluates the effect of...
Health educational interventions for adolescents living with HIV: A scoping review
BACKGROUND: Adolescents living with HIV face unique challenges as they gain greater independence while transitioning into adulthood. They must adjust their self-management activities and take primary responsibility for their health,...
Harms associated with injecting in public spaces: A global systematic review and meta-analysis
BACKGROUND: Despite increasing backlash against harm reduction efforts and the need to understand the risk environments encountered by people who inject drugs (PWID), a quantitative systematic review on public injecting...
HIV, hepatitis, and syphilis self-testing among adolescents and young adults: A systematic review and meta-analysis
Background: Adolescents and young adults (AYA) make up a significant share of the world’s burden of HIV and other sexually transmitted infections (STI). Self-testing can increase testing coverage and strengthen the...
Estimating the effect of maternal viral load on perinatal and postnatal HIV transmission: A systematic review and meta-analysis
Background Although a growing body of evidence supports zero risk of sexual HIV transmission from a person with sustained virological suppression, known as U=U (undetectable equals untransmittable), data have been...
Machine learning for personalized risk assessment of HIV, syphilis, gonorrhoea and chlamydia: A systematic review and meta-analysis
Background Machine learning (ML) shows promise for sexually transmitted infection (STI) risk prediction, but systematic evidence of its effectiveness remains fragmented. Methods We systematically searched six electronic databases, three preprint...
Evaluating predictive performance, validity, and applicability of machine learning models for predicting HIV treatment interruption: A systematic review
Background HIV treatment interruption remains a significant barrier to achieving global HIV/AIDS control goals. Machine learning (ML) models offer potential for predicting treatment interruption by leveraging large clinical data. Understanding...
