89 publication(s) trouvée(s)
Article scientifique
Development of machine learning models for detection of vision threatening Behçet’s disease (BD) using Egyptian College of Rheumatology (ECR)–BD cohort
BACKGROUND: Eye lesions, occur in nearly half of patients with Behçet's Disease (BD), can lead to irreversible damage and vision …
Article scientifique
Co-design and implementation of a mHealth intervention targeting fathers and mothers to improve breastfeeding
BACKGROUND: Evidence has shown that SMS text message-based health education is effective in improving exclusive breastfeeding. However, there is limited …
Article scientifique
Predicting perinatal mortality based on maternal health status and health insurance service using homogeneous ensemble machine learning methods
BACKGROUND: Perinatal mortality in Ethiopia is the highest in Africa, with 68 per 1000 pregnancies intrapartum deaths. It is mainly …
Article scientifique
Deep learning based fetal distress detection from time frequency representation of cardiotocogram signal using Morse wavelet: research study
BACKGROUND: Clinically cardiotocography is a technique which is used to monitor and evaluate the level of fetal distress. Even though, …
Article scientifique
Determine knowledge and belief of Somalian young women about breast cancer and breast self-examination with champion health belief model: a cross-sectional study
BACKGROUND: Breast cancer (BC) is an important reason for mortality rates in Somalian women. In Somalia, many women are late …
Article scientifique
A multicriteria decision analysis (MCDA) tool to purchase implantable medical devices in Egypt
BACKGROUND: With the availability of several similar medical devices performing the same function, choosing one for reimbursement is not easy, …
Article scientifique
Use of mobile phones for rehabilitative services among prosthetics users in rural Acholi sub-region of northern Uganda: findings from a qualitative study
BACKGROUND: Digital technologies such as mobile phones have shown potential as vital tools for use in healthcare and related services. …
Article scientifique
Demand sensing and digital tracking for maternal child health (MCH) in Uganda: a pilot study for ‘E+TRA health’
BACKGROUND: Thirteen essential maternal child health (MCH) commodities, identified by the UN Commission on Life-Saving Commodities for Women and Children, …
Article scientifique
Satisfied or not satisfied? Electronic health records system implementation in Ghana: Health leaders’ perspective
BACKGROUND: Electronic Health Records (EHR) has been espoused to be an innovation from the paper-based system, with benefits such as …
Article scientifique
Predicting the level of anemia among Ethiopian pregnant women using homogeneous ensemble machine learning algorithm
BACKGROUND: More than 115,000 maternal deaths and 591,000 prenatal deaths occurred in the world per year with anemia, the reduction …
Article scientifique
Machine learning algorithms for predicting low birth weight in Ethiopia
BACKGROUND: Birth weight is a significant determinant of the likelihood of survival of an infant. Babies born at low birth …
Article scientifique
Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale
BACKGROUND: Since the outbreak of COVID-19 pandemic in Rwanda, a vast amount of SARS-COV-2/COVID-19-related data have been collected including COVID-19 …
Article scientifique
Data quality and associated factors in the health management information system at health centers in Shashogo district, Hadiya zone, southern Ethiopia, 2021
BACKGROUND: Poor quality routine data contributes to poor decision-making, inefficient resource allocation, loss of confidence in the health system, and …
Article scientifique
Health workers' use of routine health information and related factors at public health institutions in Illubabor Zone, Western Ethiopia
BACKGROUND: Proper utilization of health data has paramount importance for health service management. However, it is less practiced in developing …
Article scientifique
Contribution of health information system to child immunization services in Ethiopia: baseline study of 33 woredas
BACKGROUND: Monitoring progress using appropriate data, with a functional health information system (HIS), believed to be very crucial for success …
Article scientifique
Willingness to pay for an mHealth anti-retroviral therapy adherence and information tool: Transitioning to sustainability, Call for life randomised study experience in Uganda
INTRODUCTION: Evidence shows benefit of digital technology for people living with human immunodeficiency virus on antiretroviral therapy adherence and retention …
Article scientifique
Overcoming institutionalised barriers to digital health systems: an autoethnographic case study of the judicialization of a digital health tool
BACKGROUND: The deployment of digital health systems may be impeded by barriers that are, or are linked to underlying enduring …
Article scientifique
A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial
BACKGROUND: Loss to follow-up (LFTU) among HIV patients remains a major obstacle to achieving treatment goals with the risk of …
Article scientifique
Level and contributing factors of health data quality and information use in two districts in Northwest Ethiopia: social-ecological perspective
BACKGROUND: The health management information system has been implemented at all levels of healthcare delivery to ensure quality data production …
Article scientifique
Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa
BACKGROUND: Prostate cancer (PCa) is the leading male neoplasm in South Africa with an age-standardised incidence rate of 68.0 per …