[HTML][HTML] The roles of electronic health records for clinical trials in low-and middle-income countries: scoping review

J Ye, S Xiong, T Wang, J Li, N Cheng… - JMIR Medical …, 2023 - medinform.jmir.org
Background: Clinical trials are a crucial element in advancing medical knowledge and
developing new treatments by establishing the evidence base for safety and therapeutic …

Machine learning and clinical informatics for improving HIV care continuum outcomes

JP Ridgway, A Lee, S Devlin, J Kerman… - Current HIV/AIDS …, 2021 - Springer
Abstract Purpose of Review This manuscript reviews the use of electronic medical record
(EMR) data for HIV care and research along the HIV care continuum with a specific focus on …

[HTML][HTML] Development and validation of a prediction tool to support engagement in HIV care among young people ages 10–24 years in Kenya

K Wilson, K Agot, J Dyer, J Badia, J Kibugi, R Bosire… - Plos one, 2023 - journals.plos.org
Introduction Loss to follow-up (LTFU) among adolescents and young adults living with HIV
(AYALWH) is a barrier to optimal health and HIV services. We developed and validated a …

Predictive analytics using machine learning to identify ART clients at health system level at greatest risk of treatment interruption in Mozambique and Nigeria

J Stockman, J Friedman, J Sundberg… - JAIDS Journal of …, 2022 - journals.lww.com
Background: A core objective of HIV/AIDS programming is keeping clients on treatment to
improve their health outcomes and to limit spread. Machine learning and artificial …

Person‐centred interventions to improve patient− provider relationships for HIV services in low‐and middle‐income countries: a systematic review

LK Beres, A Underwood, N Le Tourneau… - Journal of the …, 2024 - Wiley Online Library
Introduction Person‐centred care (PCC) has been recognized as a critical element in
delivering quality and responsive health services. The patient− provider relationship …

[HTML][HTML] Patient and health worker perspectives on quality of HIV care and treatment services in Haiti

N Puttkammer, JAE Demes, W Dervis, JM Chéry… - BMC health services …, 2023 - Springer
Background Poor quality of care is a barrier to engagement in HIV care and treatment in low-
and middle-income country settings. This study involved focus group discussions (FGD) with …

Patient-provider communication and information, motivation, and behavioral skills in HIV-positive adults initiating antiretroviral therapy in Haiti

MK Ramaiya, E Haight, JM Simoni… - Journal of the …, 2020 - journals.sagepub.com
While Haiti has scaled up use of antiretroviral therapy (ART), current studies suggest sub-
optimal adherence threatens long-term viral suppression in this understudied setting. Patient …

The situated information, motivation, and behavioral skills model of HIV antiretroviral therapy adherence among persons living with HIV in Haiti: A qualitative study …

N Puttkammer, JAE Demes, W Dervis… - Journal of the …, 2022 - journals.lww.com
To inform a clinic-based adherence-promotion intervention, this qualitative study applied the
Situated Information, Motivation, and Behavioral Skills Model of Care Initiation and …

[HTML][HTML] Effect of characteristics on the clinical course at the initiation of treatment for human immunodeficiency virus infection using dimensionality reduction

Y Choi, BY Choi, SI Kim, J Choi, J Kim, BY Park… - Scientific reports, 2023 - nature.com
The beginning of human immunodeficiency virus (HIV) infection treatment depends on
various factors, which are significantly correlated with the initial CD4 cell number. However …

“Following the data”: Perceptions of and willingness to use clinical decision support tools to inform HIV care among Haitian clinicians

AM Secor, J Justafort, C Torrilus, JG Honoré… - Health Policy and …, 2024 - Elsevier
Background Clinical decision support (CDS) tools can support HIV care, including through
case tracking, treatment and medication monitoring, and promoting provider compliance …