89 publication(s) trouvée(s)
Article scientifique
%diag_test: a generic SAS macro for evaluating diagnostic accuracy measures for multiple diagnostic tests
BACKGROUND: Measures of diagnostic test accuracy provide evidence of how well a test correctly identifies or rules-out disease. Commonly used …
Article scientifique
Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms
BACKGROUND: Despite the adverse health outcomes associated with longer duration diarrhea (LDD), there are currently no clinical decision tools for …
Article scientifique
The power of deep learning in simplifying feature selection for hepatocellular carcinoma: a review
BACKGROUND: Hepatocellular Carcinoma (HCC) is a highly aggressive, prevalent, and deadly type of liver cancer. With the advent of deep …
Article scientifique
Effect of the data-informed platform for health intervention on the culture of data use for decision-making among district health office staff in North Shewa Zone, Ethiopia: a cluster-randomised controlled trial
BACKGROUND: Similar to other low and middle-income countries, Ethiopia faces limitations in using local health data for decision-making.We aimed to …
Article scientifique
Attitudes of female market vendors of reproductive age towards use of mobile phones and access to family planning self-care interventions in Northern Uganda: a cross-sectional study
BACKGROUND: Mobile phones are potential digital technologies for accessing family planning self-care interventions. However, their utilization could be possible if …
Article scientifique
Current status of digital health interventions in the health system in Burkina Faso
BACKGROUND: Digital health is being used as an accelerator to improve the traditional healthcare system, aiding countries in achieving their …
Article scientifique
Trusted sources of information on COVID-19 vaccine in Uganda
BACKGROUND: The COVID-19 pandemic has dramatically impacted communities worldwide, particularly in developing countries. To successfully control the pandemic, correct information …
Article scientifique
Post-surgery survival and associated factors for cardiac patients in Ethiopia: applications of machine learning, semi-parametric and parametric modelling
INTRODUCTION: Living in poverty, especially in low-income countries, are more affected by cardiovascular disease. Unlike the developed countries, it remains …
Article scientifique
Application of machine learning methods for predicting under-five mortality: analysis of Nigerian demographic health survey 2018 dataset
BACKGROUND: Under-five mortality remains a significant public health issue in developing countries. This study aimed to assess the effectiveness of …
Article scientifique
Improved prostate cancer diagnosis using a modified ResNet50-based deep learning architecture
Prostate cancer, the most common cancer in men, is influenced by age, family history, genetics, and lifestyle factors. Early detection …
Article scientifique
Acceptability and use of the electronic community health information system and its determinants among health extension workers in Ethiopia: a retrospective cross-sectional observational study
BACKGROUND: The electronic community health information system has been increasingly developed and deployed to quantify and support quality health service …
Article scientifique
Strategy maintenance in smart healthcare systems
BACKGROUNDS: The size of medical strategies is expected to grow in conjunction with the expansion of modern diseases' complexity. When …
Article scientifique
A political economy analysis of strengthening health information system in Tanzania
BACKGROUND: Many countries' health systems are implementing reforms to improve the functioning and performance of the Health Management Information System …
Article scientifique
Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals
BACKGROUND: Cardiac arrhythmia is a cardiovascular disorder characterized by disturbances in the heartbeat caused by electrical conduction anomalies in cardiac …
Article scientifique
The Infomóvel—An information system for managing HIV/AIDS patients in rural areas of Mozambique
BACKGROUND: Mobile health is gradually revolutionizing the way medical care is delivered worldwide. In Mozambique, a country with a high …
Article scientifique
Predicting the drop out from the maternal, newborn and child healthcare continuum in three East African Community countries: application of machine learning models
BACKGROUND: For optimal health, the maternal, newborn, and child healthcare (MNCH) continuum necessitates that the mother/child receive the full package …
Article scientifique
Leveraging electronic medical records for HIV testing, care, and treatment programming in Kenya—the national data warehouse project
BACKGROUND: Aggregate electronic data repositories and population-level cross-sectional surveys play a critical role in HIV programme monitoring and surveillance for …
Article scientifique
The effect of capacity building evidence-based medicine training on its implementation among healthcare professionals in Southwest Ethiopia: a controlled quasi-experimental outcome evaluation
BACKGROUND: Evidence-based medicine (EBM) bridges research and clinical practice to enhance medical knowledge and improve patient care. However, clinical decisions …
Article scientifique
Classification of imbalanced data using machine learning algorithms to predict the risk of renal graft failures in Ethiopia
INTRODUCTION: The prevalence of end-stage renal disease has raised the need for renal replacement therapy over recent decades. Even though …
Article scientifique
Machine learning to predict virological failure among HIV patients on antiretroviral therapy in the University of Gondar Comprehensive and Specialized Hospital, in Amhara Region, Ethiopia, 2022
BACKGROUND: Treatment with effective antiretroviral therapy (ART) reduces viral load as well as HIV-related morbidity and mortality in HIV-positive patients. …
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