AIMC Topic: Pregnancy

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Construction and evaluation of machine learning-based predictive models for early-onset preeclampsia.

Pregnancy hypertension Jan 30, 2025
OBJECTIVE: To analyze the influencing factors of early-onset preeclampsia (EOPE). And to construct and validate the prediction model of EOPE using machine learning algorithm.
Risk Factors Adult Algorithms Risk Assessment Pregnancy Female Humans Neural Networks, Computer Machine Learning Logistic Models Predictive Value of Tests Pre-Eclampsia
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Risk factors and machine learning prediction models for intrahepatic cholestasis of pregnancy.

BMC pregnancy and childbirth Jan 30, 2025
BACKGROUND: Intrahepatic cholestasis of pregnancy (ICP) is a liver disorder that occurs in the second and third trimesters of pregnancy and is associated with a significant risk of fetal complications, including premature birth and fetal death. In cl...
Pregnancy Female Risk Factors Humans Neural Networks, Computer Machine Learning Adult China Pregnancy Complications Severity of Illness Index Cholestasis, Intrahepatic Case-Control Studies
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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 Risk Assessment Models, Statistical Stillbirth Fetal Growth Retardation Perinatal Mortality Infant, Newborn Risk Factors Adult Prospective Studies Pregnancy Female
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Artificial Intelligence in Fetal Growth Restriction Management: A Narrative Review.

Journal of clinical ultrasound : JCU Jan 29, 2025
This narrative review examines the integration of Artificial Intelligence (AI) in prenatal care, particularly in managing pregnancies complicated by Fetal Growth Restriction (FGR). AI provides a transformative approach to diagnosing and monitoring FG...
Female Ultrasonography, Prenatal Prenatal Care Fetal Growth Retardation Humans Artificial Intelligence Pregnancy
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Deep learning image registration for cardiac motion estimation in adult and fetal echocardiography via a focus on anatomic plausibility and texture quality of warped image.

Computers in biology and medicine Jan 29, 2025
Temporal echocardiography image registration is important for cardiac motion estimation, myocardial strain assessments, and stroke volume quantifications. Deep learning image registration (DLIR) is a promising way to achieve consistent and accurate r...
Deep Learning Image Processing, Computer-Assisted Heart Fetal Heart Adult Echocardiography Ultrasonography, Prenatal Algorithms Humans Pregnancy Female
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An intelligent decision-making system for embryo transfer in reproductive technology: a machine learning-based approach.

Systems biology in reproductive medicine Jan 28, 2025
Infertility has emerged as a significant public health concern, with assisted reproductive technology (ART) is a last-resort treatment option. However, ART's efficacy is limited by significant financial cost and physical discomfort. The aim of this s...
Support Vector Machine Reproductive Techniques, Assisted Infertility Adult Male Embryo Transfer Machine Learning Pregnancy Female Humans Neural Networks, Computer
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A robust and generalized framework in diabetes classification across heterogeneous environments.

Computers in biology and medicine Jan 25, 2025
Diabetes mellitus (DM) represents a major global health challenge, affecting a diverse range of demographic populations across all age groups. It has particular implications for women during pregnancy and the postpartum period. The contemporary preva...
Pregnancy Female Adult Middle Aged Humans Machine Learning Databases, Factual Diabetes Mellitus
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Pregnancy-Induced Cardiomyopathy: What Case Managers Need to Know.

Professional case management Jan 24, 2025
A new form of stethoscope with artificial intelligence (AI) capabilities may make the difference between early detection of pregnancy-induced cardiomyopathy or end stage postpartum heart failure. The AI stethoscope is a tool that may make that differ...
Case Management Pregnancy Complications, Cardiovascular Case Managers Female Adult Cardiomyopathies Humans Artificial Intelligence Pregnancy
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Predicting home delivery and identifying its determinants among women aged 15-49 years in sub-Saharan African countries using a Demographic and Health Surveys 2016-2023: a machine learning algorithm.

BMC public health Jan 24, 2025
BACKGROUND: Birth-related mortality is significantly increased by home births without skilled medical assistance during delivery, presenting a major risk to the public's health. The objective of this study is to predict home delivery and identify the...
Young Adult Adult Middle Aged Africa South of the Sahara Home Childbirth Humans Adolescent Algorithms Health Surveys Machine Learning Pregnancy Female
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Novel machine learning applications in peripartum care: a scoping review.

American journal of obstetrics & gynecology MFM Jan 23, 2025
OBJECTIVE: Machine learning (ML), a subtype of artificial intelligence (AI), presents predictive modeling and dynamic diagnostic tools to facilitate early interventions and improve decision-making. Considering the global challenges of maternal, fetal...
Pregnancy Female Peripartum Period Humans Machine Learning Clinical Decision-Making
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