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Maternal Mortality

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Predicting maternal risk level using machine learning models.

BMC pregnancy and childbirth 39695398
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 ...
Adult Algorithms Bayes Theorem Female Humans Logistic Models Machine Learning Maternal Mortality Neural Networks, Computer Oman Pregnancy Principal Component Analysis Risk Assessment Support Vector Machine
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Exploring the achievements and forecasting of SDG 3 using machine learning algorithms: Bangladesh perspective.

PloS one 40036282
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 ...
Algorithms Bangladesh Child Mortality Child, Preschool Female Forecasting Humans Infant Infant Mortality Infant, Newborn Machine Learning Maternal Mortality Neural Networks, Computer Sustainable Development
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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 40050868
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...
Adolescent Adult Africa South of the Sahara Algorithms Female Humans Machine Learning Maternal Mortality Midwifery Pregnancy Random Forest Young Adult
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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 40367089
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...
Artificial Intelligence Cross-Sectional Studies Female Humans Infant, Newborn Kenya Maternal Health Services Maternal Mortality Pregnancy
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