65 publication(s) trouvée(s)
Article scientifique
Multi-scenario evaluation of federated learning for privacy-preserving malaria prediction with Ghana DHS data
Improving malaria prediction in Ghana requires data from across its health system, yet Ghana's Data Protection Act (Act 843) restricts …
Article scientifique
Modeling predictors of incomplete antenatal care utilization among reproductive-age women in Ethiopia using machine learning algorithms and SHAP interpretation
The incidence of maternal deaths from preventable pregnancy-related conditions remains alarmingly high at 303,000 annually, with over 800 women dying …
Article scientifique
Time-series prediction of adverse birth outcomes in the U.S. using multilayer perceptron neural networks
Adverse birth outcomes (ABOs), including preterm birth, low birth weight, low Apgar scores, and neonatal mortality, remain major public health …
Article scientifique
The MARC SE-Africa dashboard: Joining forces to counteract emerging antimalarial resistance in South and East Africa
Abstract Regions within eastern and southern Africa (SE-Africa) carry some of the highest malaria burdens. Understanding the spatiotemporal changes in …
Article scientifique
A Bi-lingual chatbot implementation for pandemic response using the transformer-based approach
The COVID-19 pandemic highlighted the critical need for timely and accurate information in effectively managing pandemics. The proliferation of misinformation …
Article scientifique
Interpretable machine learning for predicting delays in seeking abortion among reproductive-aged women in Ethiopia: A study using EDHS 2016 data
Delayed access to abortion care in Ethiopia poses significant public health risks, yet it has not been studied using advanced …
Article scientifique
Pregnant women’s and health workers’ perceptions and experiences on the Rwandan ANC digital module intervention at selected health centres
As part of the New Antenatal Care Model for Africa and India (NAMAI) study, Rwanda implemented a digital module, in …
Article scientifique
AID-FGS: Artificial intelligence-enabled diagnosis of female genital schistosomiasis: Preliminary findings
Female genital schistosomiasis (FGS) is a sequela of infection with a waterborne parasite prevalent in sub-Saharan Africa and is associated …
Article scientifique
Nexus between policy and practice in institutionalization of clinical information systems and knowledge management in developing health systems: Context of tertiary hospitals in Malawi
In emerging economies, the widespread penetration and mainstreaming of Clinical Information Systems (CIS) and Knowledge Management (KM) practices are challenging …
Article scientifique
Classification of knowledge of fertility period among adolescent girls in East Africa from 2012 to 2022: Machine learning algorithm
Understanding the time of the menstrual cycle would help women to avoid getting pregnant without the need for surgical, hormonal, …
Article scientifique
Digital health interventions in strengthening primary healthcare systems in Sub-Saharan Africa: Insights from Ethiopia, Ghana, and Zimbabwe
Digital Health Interventions (DHIs) refer to discrete technological functionalities designed to achieve specific objectives in addressing health system challenges. These …
Article scientifique
COVID-19 vaccination data management and visualization systems for improved decision-making: Lessons learnt from Africa CDC Saving Lives and Livelihoods program
The DHIS2 system enabled real-time tracking of vaccine distribution and administration to facilitate data-driven decisions. Experts from the Africa Centres …
Article scientifique
Opportunistic use of artificial intelligence with X-ray imaging for diagnosis of HIV status in tuberculosis patients in Uganda and Tanzania
Article scientifique
Artificial intelligence applications in refractive error management: A systematic review and meta-analysis
Artificial intelligence (AI) has transformed healthcare, and is becoming increasingly useful in eye care. We conducted a systematic review and …
Article scientifique
Detection of pneumonia in children through chest radiographs using artificial intelligence in a low-resource setting: A pilot study
Pneumonia is a leading cause of death among children under 5 years in low-and-middle-income-countries (LMICs), causing an estimated 700,000 deaths …
Article scientifique
Associations between text communication engagement and maternal-neonatal outcomes in the Mobile WACh NEO Trial
Despite a global reduction in neonatal deaths in the last few decades, high neonatal mortality rates persist in low- to …
Article scientifique
Feasibility of integrating human and animal disease surveillance and reporting in Rwanda: Insights from a mobile reporting pilot and veterinarians' perspectives – a multi-method study
The Rwandan veterinary health system lacks reliable animal disease surveillance data, hindering effective response to zoonotic diseases and other animal …
Article scientifique
Feature representation in analysing childhood vaccination defaulter risk predictors: A scoping review of studies in low-resource settings
Childhood vaccination saves millions of lives yearly, yet over a million children in low-and middle-income countries die from vaccine-preventable diseases …
Article scientifique
Digital health technologies for accessing contraceptive services among young people in Sub-Saharan Africa: A scoping review protocol
This scoping review aims to examine and synthesize existing literature on the use of digital health technologies, with a focus …
Article scientifique
Barriers and facilitators of provision of telemedicine in Nigeria: A systematic review
Healthcare access remains a challenge in developing countries and could be a drawback to the attainment of Objective 3 of …
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