65 publication(s) trouvée(s)
Article scientifique
Developing a patient flow visualization and prediction model using aggregated data for a healthcare network cluster in Southwest Ethiopia
A health information system has been created to gather, aggregate, analyze, interpret, and utilize data collected from diverse sources. In …
Article scientifique
Exploring user experiences of a text message-delivered intervention among individuals on opioid use disorder treatment in Kenya: A qualitative study
Opioid use disorder causes significant burden of disease and treatment comprises pharmacotherapy and psychosocial treatment. Cognitive behavioral therapy is an …
Article scientifique
m-Follow up for zinc adherence by caretakers of children with acute watery diarrhoea: A randomized controlled trial
The standard of care for children with acute watery diarrhea (AWD) with no dehydration comprises oral rehydration solution, zinc, and …
Article scientifique
Developing contents for a digital adherence tool: A formative mixed-methods study among children and adolescents living with HIV in Tanzania
Optimal adherence (>95%) to antiretroviral treatment (ART) remains a challenge among children and adolescents living with HIV (CALHIV). Digital adherence …
Article scientifique
Machine learning modeling for identifying predictors of unmet need for family planning among married/in-union women in Ethiopia: Evidence from performance monitoring and accountability (PMA) survey 2019 dataset
Unmet need for contraceptives is a public health issue globally that affects maternal and child health. Reducing unmet need reduces …
Article scientifique
Effects of digital chatbot on gender attitudes and exposure to intimate partner violence among young women in South Africa
BACKGROUND: South Africa has among the highest rates of intimate partner violence (IPV) globally, with young women at heightened risk …
Article scientifique
Acceptability of using mobile Health (mHealth) as an intervention tool for people with drug use disorders in Tanga, Tanzania
Evidence on the additional benefit in treatment and recovery process among PWDUD using digital health interventions is lacking. This study …
Article scientifique
Training and testing of a gradient boosted machine learning model to predict adverse outcome in patients presenting to emergency departments with suspected covid-19 infection in a middle-income setting
COVID-19 infection rates remain high in South Africa. Clinical prediction models may be helpful for rapid triage, and supporting clinical …
Article scientifique
Development of a relationship counselling website to identify and mitigate risk of intimate partner violence in the context of women’s PrEP use
Discreet, accessible interventions are urgently needed to mitigate the risk of intimate-partner violence (IPV) and other relationship barriers that women …
Article scientifique
The effectiveness of interactive mobile health technologies in improving antenatal care service utilization in Dodoma region, Tanzania: A quasi—Experimental study
Antenatal care (ANC) provides a platform for important health care during pregnancy, including health promotion, screening, diagnosis and disease prevention. …
Article scientifique
Analysis of lung cancer risk factors from medical records in Ethiopia using machine learning
Cancer is a broad term that refers to a wide range of diseases that can affect any part of the …
Article scientifique
Modular Clinical Decision Support Networks (MoDN)—Updatable, interpretable, and portable predictions for evolving clinical environments
Clinical Decision Support Systems (CDSS) have the potential to improve and standardise care with probabilistic guidance. However, many CDSS deploy …
Article scientifique
Improving community health worker treatment for malaria, diarrhoea, and pneumonia in Uganda through inSCALE community and mHealth innovations: A cluster randomised controlled trial
The inSCALE cluster randomised controlled trial in Uganda evaluated two interventions, mHealth and Village Health Clubs (VHCs) which aimed to …
Article scientifique
Improving outcomes for children with malaria, diarrhoea and pneumonia in Mozambique: A cluster randomised controlled trial of the inSCALE technology innovation
BACKGROUND: The majority of post-neonatal deaths in children under 5 are due to malaria, diarrhoea and pneumonia (MDP). The WHO …
Article scientifique
A qualitative assessment of the perceived acceptability and feasibility of eHARTS, a mobile application for transition readiness assessment for adolescents living with HIV in South Africa
South Africa has the highest burden of adolescents living with HIV (ALHIV) in the world. The transition from pediatric to …
Article scientifique
Predicting HIV infection in the decade (2005–2015) pre-COVID-19 in Zimbabwe: A supervised classification-based machine learning approach
The burden of HIV and related diseases have been areas of great concern pre and post the emergence of COVID-19 …
Article scientifique
Implementation, feasibility, and acceptability of 99DOTS-based supervision of treatment for drug-susceptible TB in Uganda
99DOTS is a low-cost digital adherence technology that allows people with tuberculosis (TB) to self-report treatment adherence. There are limited …
Article scientifique
Capturing children food exposure using wearable cameras and deep learning
Children's dietary habits are influenced by complex factors within their home, school and neighborhood environments. Identifying such influencers and assessing …
Article scientifique
Application of ARIMA, and hybrid ARIMA Models in predicting and forecasting tuberculosis incidences among children in Homa Bay and Turkana Counties, Kenya
Tuberculosis (TB) infections among children (below 15 years) is a growing concern, particularly in resource-limited settings. However, the TB burden …
Article scientifique
Student peer mentoring: Feasibility and acceptability of mHealth-based tool for alcohol and substance abuse prevention by peer mentors at a university in Kenya
OBJECTIVE: The use of mobile health (mHealth)-based interventions for the prevention of alcohol and other psychoactive substances use is an …