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References from Predictive Modelling’s role in Improving Pre-exposure Prophylaxis (PrEP) Uptake in High-Risk HIV Groups in Africa: An Integrative Scoping Review. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1089/apc.2023.0117
10.1089/apc.2023.0117 · External reference
Estimates of global, regional, and national incidence, prevalence, and mortality of HIV, 1980–2015: the Global Burden of Disease Study 2015
10.1016/s2352-3018(16)30087-x · 2016 · External reference
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Review of the AVERT, a Global Information and Education on HIV and AIDS Resource
10.1080/15398285.2019.1648162 · 2019 · External reference
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10.1001/jama.2023.9865
10.1001/jama.2023.9865 · External reference
Attributes of HIV infection over decades (1982– 2018): A systematic review and metalanalysis
10.1111/tbed.13621 · 2020 · External reference
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Pre-exposure prophylaxis and HIV prevention among key populations in Nigeria
10.25259/ijma_6_2023 · 2024 · External reference
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10.1007/s10461-020-02855-9
10.1007/s10461-020-02855-9 · External reference
Machine learning with routine electronic medical record data to identify people at high risk of disengagement from HIV care in Tanzania
10.1371/journal.pgph.0000720 · 2022 · External reference
10.1080/1364557032000119616
10.1080/1364557032000119616 · External reference
10.7326/m18-0850
10.7326/m18-0850 · External reference
Population-Level Correlation Between Incidence of Curable Sexually Transmitted Infections and Human Immunodeficiency Virus (HIV)-1 Among African Women Participating in HIV-1 Pre-Exposure Prophylaxis Trials
10.1093/infdis/jiac269 · 2022 · External reference
Diagnosis and Management of Sexually Transmitted Infections Using Artificial Intelligence Applications Among Key and General Populations in Sub-Saharan Africa: A Systematic Review and Meta-Analysis
10.3390/a18030151 · 2025 · External reference
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Predicting HIV infection in the decade (2005–2015) pre-COVID-19 in Zimbabwe: A supervised classification-based machine learning approach
10.1371/journal.pdig.0000260 · 2023 · External reference
Predicting HIV Status among Men Who Have Sex with Men in Bulawayo & Harare, Zimbabwe Using Bio-Behavioural Data
2022 · External reference
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10.1101/2020.01.27.20018242
10.1101/2020.01.27.20018242 · External reference
Use of unsupervised machine learning to characterise HIV predictors in sub-Saharan Africa
10.1186/s12879-023-08467-7 · 2023 · External reference
Machine learning to identify persons at high-risk of human immunodeficiency virus acquisition in rural Kenya and Uganda
10.1093/cid/ciz1096 · 2020 · External reference
A Human Immunodeficiency Virus Type 1 Risk Assessment Tool for Women Aged 15–49 Years in African Countries: A Pooled Analysis Across 15 Nationally Representative Surveys
10.1093/cid/ciae211 · 2024 · External reference
Association of an HIV-Prediction Model with Uptake of Preexposure Prophylaxis
10.1055/a-2524-4993 · 2025 · External reference
10.2147/ppa.s427021
10.2147/ppa.s427021 · External reference
10.1089/apc.2023.0117
10.1089/apc.2023.0117 · External reference
10.1007/s10461-025-04719-6
10.1007/s10461-025-04719-6 · External reference
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10.1136/bmjgh-2022-009474
10.1136/bmjgh-2022-009474 · External reference
Exploring the Effectiveness of Pre-Exposure Prophylaxis (PrEP) Use for HIV Prevention among High-Risk Populations
10.22270/ajprd.v12i2.1333 · 2024 · External reference
Integration of pre-exposure prophylaxis services into public HIV care clinics in Kenya: a pragmatic stepped-wedge randomised trial
10.1016/s2214-109x(21)00391-0 · 2021 · External reference
Alignment of PrEP adherence with periods of HIV risk among adolescent girls and young women in South Africa and Zimbabwe: a secondary analysis of the HPTN 082 randomised controlled trial
10.1016/s2352-3018(22)00195-3 · 2022 · External reference
Acceptability of and preferences for long-acting injectable HIV PrEP and other PrEP modalities among sexual minority men in Nigeria, Africa
10.1007/s10461-022-03575-y · 2022 · External reference
High HIV prevalence and low HIV-service engagement among young women who sell sex: a pooled analysis across 9 sub-Saharan African countries
2020 · External reference
Implementation of an educational intervention to improve HIV pre-exposure prophylaxis services for women in an urban sexual health clinic
10.1089/apc.2023.0107 · 2023 · External reference
A Differentiated HIV Pre-Exposure Prophylaxis Delivery Model for High-Risk Groups in Nanning City
2024 · External reference
Identifying best practices for increasing HIV pre-exposure prophylaxis (PrEP) use and persistence in the United States: a systematic review
10.1007/s10461-024-04332-z · 2024 · External reference
Population-level effectiveness of rapid, targeted, high-coverage roll-out of HIV pre-exposure prophylaxis in men who have sex with men: the EPIC-NSW prospective cohort study
10.1016/s2352-3018(18)30215-7 · 2018 · External reference
Improving delivery and use of HIV pre-exposure prophylaxis in the US: a systematic review of implementation strategies and adjunctive interventions
10.1007/s10461-024-04331-0 · 2024 · External reference
Determinants of implementation for HIV pre-exposure prophylaxis based on an updated consolidated framework for implementation research: a systematic review
2022 · External reference
10.1371/journal.pone.0246129
10.1371/journal.pone.0246129 · External reference
A community-based mobile clinic model delivering PrEP for HIV prevention to adolescent girls and young women in Cape Town, South Africa
10.1186/s12913-021-06920-4 · 2021 · External reference
Acceptability and feasibility of leveraging communitylbased HIV counselling and testing platforms for samelday oral PrEP initiation among adolescent girls and young women in Eastern Cape
10.1002/jia2.25968 · 2022 · External reference
Preventive measures against HIV among Uganda’s youth: Strategies, implementation, and effectiveness
10.1097/md.0000000000040317 · 2024 · External reference
A communitylbased dynamic choice model for HIV prevention improves PrEP and PEP coverage in rural Uganda and Kenya: a cluster randomized trial
10.1002/jia2.26195 · 2023 · External reference
Implementing differentiated and integrated HIV prevention services for adolescent girls and young women: experiences from oral PrEP rollout in primary care services in South Africa
10.1016/j.jadohealth.2023.09.003 · 2023 · External reference
Community PrEP delivery for adolescent girls and young women: insights from the DREAMS PrEP Choice Study in Johannesburg
10.3389/frph.2025.1474067 · 2025 · External reference
10.1186/s12889-021-11335-1
10.1186/s12889-021-11335-1 · External reference
10.1007/s10461-025-04656-4
10.1007/s10461-025-04656-4 · External reference
Use of electronic health record data and machine learning to identify candidates for HIV pre-exposure prophylaxis: a modelling study
10.1016/s2352-3018(19)30137-7 · 2019 · External reference
Generalizable pipeline for constructing HIV risk prediction models across electronic health record systems
2024 · External reference
10.1002/sim.8591
10.1002/sim.8591 · External reference
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Modeling the Probability of HIV Infection over Time in High-Risk Seronegative Participants Receiving Placebo in Five Randomized Double-Blind Placebo-Controlled HIV Pre-Exposure Prophylaxis Trials: A Patient-Level Pooled Analysis
10.3390/pharmaceutics14091801 · 2022 · External reference
Dynamics of a two-group model for assessing the impacts of pre-exposure prophylaxis, testing and risk behaviour change on the spread and control of HIV/AIDS in an MSM population
10.1016/j.idm.2023.11.004 · 2024 · External reference
Using HIV risk prediction tools to identify candidates for pre-exposure prophylaxis: perspectives from patients and primary care providers
10.1089/apc.2019.0056 · 2019 · External reference
