AIMC Topic: Perinatal Death

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Reducing inequalities using an unbiased machine learning approach to identify births with the highest risk of preventable neonatal deaths.

Population health metrics Oct 27, 2025
BACKGROUND: Despite contemporaneous declines in neonatal mortality, recent studies show the existence of left-behind populations that continue to have higher mortality rates than the national averages. Additionally, many of these deaths are from prev...
Humans Machine Learning Algorithms Databases, Factual Female Infant, Newborn Risk Factors Male Brazil Infant Socioeconomic Factors Cause of Death Infant Mortality Perinatal Death
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Machine Learning Models for Predicting Neonatal Mortality: A Systematic Review.

Neonatology Jul 14, 2021
INTRODUCTION: Approximately 7,000 newborns die every day, accounting for almost half of child deaths under 5 years of age. Deciphering which neonates are at increased risk for mortality can have an important global impact. As such, integrating high c...
Humans Artificial Intelligence Machine Learning Pregnancy Female Infant, Newborn Infant Child Infant Mortality Gestational Age Perinatal Death
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