AIMC Topic: Maternal Mortality

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Application of the random forest algorithm to predict skilled birth attendance and identify determinants among reproductive-age women in 27 Sub-Saharan African countries; machine learning analysis.

BMC public health Mar 6, 2025
INTRODUCTION: Maternal mortality refers to a mother's death owing to complications arising from childbirth or pregnancy. This issue is a forefront public health challenge around the globe which is pronounced in low- and middle-income countries, parti...
Humans Machine Learning Algorithms Pregnancy Female Young Adult Adult Adolescent Random Forest Africa South of the Sahara Midwifery Maternal Mortality
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Exploring the achievements and forecasting of SDG 3 using machine learning algorithms: Bangladesh perspective.

PloS one Mar 4, 2025
BACKGROUND: Sustainable Development Goal 3 (SDG 3), focusing on ensuring healthy lives and well-being for all, holds global significance and is particularly vital for Bangladesh. Neonatal Mortality Rate (NMR), Under-5 Mortality Rate (U5MR), Maternal ...
Humans Neural Networks, Computer Machine Learning Algorithms Forecasting Female Infant, Newborn Infant Child, Preschool Child Mortality Infant Mortality Sustainable Development Bangladesh Maternal Mortality
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Predicting maternal risk level using machine learning models.

BMC pregnancy and childbirth Dec 18, 2024
BACKGROUND: Maternal morbidity and mortality remain critical health concerns globally. As a result, reducing the maternal mortality ratio (MMR) is part of goal 3 in the global sustainable development goals (SDGs), and previously, it was an important ...
Humans Neural Networks, Computer Machine Learning Algorithms Pregnancy Female Adult Risk Assessment Logistic Models Support Vector Machine Principal Component Analysis Bayes Theorem Oman Maternal Mortality
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The role of AI in reducing maternal mortality: Current impacts and future potentials: Protocol for an analytical cross-sectional study.

PloS one Jan 1, 2025
BACKGROUND: Maternal and newborn mortality remains a critical public health challenge, particularly in resource-limited settings. Despite global efforts, Kenya continues to report high maternal mortality rates of over 350 deaths per 100,000 live birt...
Humans Artificial Intelligence Pregnancy Female Infant, Newborn Cross-Sectional Studies Maternal Health Services Kenya Maternal Mortality
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