AIMC Topic: Infant Death

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Infant death prediction using machine learning: A population-based retrospective study.

Computers in biology and medicine Sep 1, 2023
BACKGROUND: Despite declines in infant death rates in recent decades in the United States, the national goal of reducing infant death has not been reached. This study aims to predict infant death using machine-learning approaches.
Humans Machine Learning Retrospective Studies Pregnancy Female Infant, Newborn Infant Birth Weight Gestational Age Infant Death
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On usage of artificial intelligence for predicting mortality during and post-pregnancy: a systematic review of literature.

BMC medical informatics and decision making Dec 19, 2022
BACKGROUND: Care during pregnancy, childbirth and puerperium are fundamental to avoid pathologies for the mother and her baby. However, health issues can occur during this period, causing misfortunes, such as the death of the fetus or neonate. Predic...
Humans Artificial Intelligence Pregnancy Female Infant, Newborn Infant Quality of Life Child Postpartum Period Stillbirth Infant Death
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NeoAI 1.0: Machine learning-based paradigm for prediction of neonatal and infant risk of death.

Computers in biology and medicine May 18, 2022
BACKGROUND: The Neonatal mortality rate in the United States is 3.8 deaths per 1000 live births, which is comparably higher than other nations.
Humans Artificial Intelligence Machine Learning Infant, Newborn Infant United States Infant Mortality Gestational Age Infant Death
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