[HTML][HTML] Historical visit attendance as predictor of treatment interruption in South African HIV patients: Extension of a validated machine learning model
RT Esra, J Carstens, J Estill, R Stoch… - PLOS Global Public …, 2023 - journals.plos.org
Retention of antiretroviral (ART) patients is a priority for achieving HIV epidemic control in
South Africa. While machine-learning methods are being increasingly utilised to identify high …
South Africa. While machine-learning methods are being increasingly utilised to identify high …
Machine learning to predict retention and viral suppression in South African HIV treatment cohorts
Abstract Background To optimize South Africa's HIV response and reach PEPFAR's 95: 95:
95 targets require same day initiations and patients successfully remaining on antiretroviral …
95 targets require same day initiations and patients successfully remaining on antiretroviral …
[HTML][HTML] Applying machine learning and predictive modeling to retention and viral suppression in South African HIV treatment cohorts
M Maskew, K Sharpey-Schafer, L De Voux… - Scientific reports, 2022 - nature.com
HIV treatment programs face challenges in identifying patients at risk for loss-to-follow-up
and uncontrolled viremia. We applied predictive machine learning algorithms to …
and uncontrolled viremia. We applied predictive machine learning algorithms to …
[HTML][HTML] Machine learning with routine electronic medical record data to identify people at high risk of disengagement from HIV care in Tanzania
Machine learning methods for health care delivery optimization have the potential to
improve retention in HIV care, a critical target of global efforts to end the epidemic. However …
improve retention in HIV care, a critical target of global efforts to end the epidemic. However …
[HTML][HTML] Retention in care and connection to care among HIV-infected patients on antiretroviral therapy in Africa: estimation via a sampling-based approach
EH Geng, DV Glidden, MB Bwana, N Musinguzi… - PloS one, 2011 - journals.plos.org
Introduction Current estimates of retention among HIV-infected patients on antiretroviral
therapy (ART) in Africa consider patients who are lost to follow-up (LTF) as well as those …
therapy (ART) in Africa consider patients who are lost to follow-up (LTF) as well as those …
Correction of estimates of retention in care among a cohort of HIV-positive patients in Uganda in the period before starting ART: a sampling-based approach
Objective The aim of this study was to use a sampling-based approach to obtain estimates of
retention in HIV care before initiation of antiretroviral treatment (ART), corrected for …
retention in HIV care before initiation of antiretroviral treatment (ART), corrected for …
[HTML][HTML] An empiric tool to identify Kenyans living with HIV who will have unsuppressed viremia 18 months following treatment initiation to guide differentiated care …
Background With the global push towards universal access to Antiretroviral Treatment
(ART), patient numbers are increasing, further straining already under-resourced healthcare …
(ART), patient numbers are increasing, further straining already under-resourced healthcare …
[HTML][HTML] Retention in care among people living with HIV in the national antiretroviral therapy programme in Guinea: A retrospective cohort analysis
KJJO Kadio, C Amadou, SD Thierno… - PLOS Global Public …, 2023 - journals.plos.org
Few studies have investigated retention in HIV care in West Africa. We measured retention
in antiretroviral therapy (ART) programmes among people living with HIV and re …
in antiretroviral therapy (ART) programmes among people living with HIV and re …
[HTML][HTML] Retention in care trajectories of HIV-positive individuals participating in a universal test-and-treat program in rural South Africa (ANRS 12249 TasP Trial)
A Gosset, C Protopopescu, J Larmarange… - JAIDS Journal of …, 2019 - journals.lww.com
Objective: To study retention in care (RIC) trajectories and associated factors in patients
eligible for antiretroviral therapy (ART) in a universal test-and-treat setting (TasP trial, South …
eligible for antiretroviral therapy (ART) in a universal test-and-treat setting (TasP trial, South …
[HTML][HTML] Predictors of loss to follow-up among patients on ART at a rural hospital in KwaZulu-Natal, South Africa
R Arnesen, AP Moll, SV Shenoi - PloS one, 2017 - journals.plos.org
Introduction Improved HIV outcomes as a result of expanded antiretroviral therapy (ART)
access is threatened by increasing rates of loss to follow up (LTFU) among those on ART …
access is threatened by increasing rates of loss to follow up (LTFU) among those on ART …