Risk scores for predicting HIV incidence among adult heterosexual populations in sub‐Saharan Africa: a systematic review and meta‐analysis

KM Jia, H Eilerts, O Edun, K Lam… - Journal of the …, 2022 - Wiley Online Library
Introduction Several HIV risk scores have been developed to identify individuals for
prioritized HIV prevention in sub‐Saharan Africa. We systematically reviewed HIV risk …

An empiric HIV risk scoring tool to predict HIV-1 acquisition in African women

JE Balkus, E Brown, T Palanee, G Nair… - JAIDS Journal of …, 2016 - journals.lww.com
Objective: To develop and validate an HIV risk assessment tool to predict HIV acquisition
among African women. Design: Data were analyzed from 3 randomized trials of biomedical …

[HTML][HTML] Use of machine learning techniques to identify HIV predictors for screening in sub-Saharan Africa

CK Mutai, PE McSharry, I Ngaruye… - BMC medical research …, 2021 - Springer
Aim HIV prevention measures in sub-Saharan Africa are still short of attaining the UNAIDS
90–90-90 fast track targets set in 2014. Identifying predictors for HIV status may facilitate …

Heterogeneity of the HIV epidemic in agrarian, trading, and fishing communities in Rakai, Uganda: an observational epidemiological study

LW Chang, MK Grabowski, R Ssekubugu… - The lancet HIV, 2016 - thelancet.com
Background Understanding the extent to which HIV burden differs across communities and
the drivers of local disparities is crucial for an effective and targeted HIV response. We …

Machine learning to identify persons at high-risk of human immunodeficiency virus acquisition in rural Kenya and Uganda

LB Balzer, DV Havlir, MR Kamya… - Clinical Infectious …, 2020 - academic.oup.com
Background In generalized epidemic settings, strategies are needed to prioritize individuals
at higher risk of human immunodeficiency virus (HIV) acquisition for prevention services. We …

[HTML][HTML] An empiric risk score to guide PrEP targeting among MSM in coastal Kenya

E Wahome, AN Thiong'o, G Mwashigadi, O Chirro… - AIDS and Behavior, 2018 - Springer
Men who have sex with men (MSM), who have heterogeneous HIV-acquisition risks are not
specifically targeted in Kenyan pre-exposure prophylaxis (PrEP) guidelines. We used data …

[HTML][HTML] A nomogram to predict mortality in patients with severe fever with thrombocytopenia syndrome at the early stage—A multicenter study in China

L Wang, G Wan, Y Shen, Z Zhao, L Lin… - PLoS neglected …, 2019 - journals.plos.org
Background Severe fever with thrombocytopenia syndrome (SFTS) caused by the SFTS
virus is an emerging infectious disease that was first identified in the rural areas of China in …

[HTML][HTML] Machine learning prediction of adolescent HIV testing services in Ethiopia

MS Alie, Y Negesse - Frontiers in Public Health, 2024 - frontiersin.org
Background Despite endeavors to achieve the Joint United Nations Programme on
HIV/AIDS 95-95-95 fast track targets established in 2014 for HIV prevention, progress has …

Predicting the risk of human immunodeficiency virus type 1 (HIV-1) acquisition in rural South Africa using geospatial data

DA Roberts, D Cuadros, A Vandormael… - Clinical Infectious …, 2022 - academic.oup.com
Background Accurate human immunodeficiency virus (HIV) risk assessment can guide
optimal HIV prevention. We evaluated the performance of risk prediction models …

[HTML][HTML] An assessment of fishing communities around Lake Victoria, Uganda, as potential populations for future HIV vaccine efficacy studies: an observational cohort …

N Kiwanuka, J Mpendo, A Nalutaaya, M Wambuzi… - BMC public health, 2014 - Springer
Background An effective HIV vaccine is still elusive. Of the 9 HIV preventive vaccine efficacy
trials conducted to-date, only one reported positive results of modest efficacy. More efficacy …