AIMC Topic: Perinatal Mortality

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AI-based analysis of fetal growth restriction in a prospective obstetric cohort quantifies compound risks for perinatal morbidity and mortality and identifies previously unrecognized high risk clinical scenarios.

BMC pregnancy and childbirth Jan 30, 2025
BACKGROUND: Fetal growth restriction (FGR) is a leading risk factor for stillbirth, yet the diagnosis of FGR confers considerable prognostic uncertainty, as most infants with FGR do not experience any morbidity. Our objective was to use data from a l...
Humans Artificial Intelligence Prospective Studies Pregnancy Female Infant, Newborn Risk Factors Adult Risk Assessment Models, Statistical Stillbirth Fetal Growth Retardation Perinatal Mortality
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A machine learning based variable selection algorithm for binary classification of perinatal mortality.

PloS one Jan 16, 2025
The identification of significant predictors with higher model performance is the key objective in classification domain. A machine learning-based variable selection technique termed as CARS-Logistic model is proposed by coupling competitive adaptive...
Humans Machine Learning Algorithms Pregnancy Female Infant, Newborn Logistic Models Pakistan Perinatal Mortality
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Longitudinal twin growth discordance patterns and adverse perinatal outcomes.

American journal of obstetrics and gynecology Jan 7, 2025
BACKGROUND: Growth discordance in twin pregnancies is associated with increased perinatal morbidity and mortality, yet the patterns of discordance progression and the utility of Doppler assessments remain underinvestigated.
Humans Machine Learning Retrospective Studies Pregnancy Female Infant, Newborn Adult Ultrasonography, Prenatal Pregnancy Outcome Longitudinal Studies Ultrasonography, Doppler Gestational Age Middle Cerebral Artery Fetal Growth Retardation Umbilical Arteries Perinatal Mortality Pregnancy, Twin
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Machine learning modeling to predict causes of infectious abortions and perinatal mortalities in cattle.

Theriogenology May 29, 2024
A plethora of infectious and non-infectious causes of bovine abortions and perinatal mortalities (APM) have been reported in literature. However, due to financial limitations or a potential zoonotic impact, many laboratories only offer a standard ana...
Machine Learning Retrospective Studies Pregnancy Female Animals Cattle Cattle Diseases Abortion, Veterinary Perinatal Mortality
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