AIMC Topic: Pregnancy

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Unveiling social determinants of health impact on adverse pregnancy outcomes through natural language processing.

Scientific reports Aug 9, 2025
Understanding the role of Social Determinants of Health (SDoH) in pregnancy outcomes is critical for improving maternal and infant health yet extracting SDoH from unstructured electronic health records remains challenging. We trained and evaluated na...
Social Determinants of Health Pregnancy Complications Social Support Pregnancy Outcome Natural Language Processing Humans Female Databases, Factual Adult Electronic Health Records Pregnancy
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WGCNA combined with machine learning for analysis of diagnostic markers of preeclampsia associated with the hedgehog signaling pathway.

Hypertension in pregnancy Aug 8, 2025
BACKGROUND: Abnormal hedgehog (Hh) signaling is linked to preeclampsia (PE). This study aimed to identify Hh-related diagnostic biomarkers for PE and assess the role of immune infiltration.
Humans Machine Learning Signal Transduction MicroRNAs Pre-Eclampsia Hedgehog Proteins Biomarkers Pregnancy Female
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AI-Driven fetal distress monitoring SDN-IoMT networks.

PloS one Jul 31, 2025
The healthcare industry is transforming with the integration of the Internet of Medical Things (IoMT) with AI-powered networks for improved clinical connectivity and advanced monitoring capabilities. However, IoMT devices struggle with traditional ne...
Neural Networks, Computer Artificial Intelligence Algorithms Pregnancy Humans Fetal Distress Internet of Things Heart Rate, Fetal Female Fetal Monitoring Deep Learning Cardiotocography
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The impact of artificial intelligence (AI) on maternal mortality: evidence from global, developed and developing countries.

Globalization and health Jul 28, 2025
BACKGROUND: This study examines the impact of Artificial Intelligence (AI) on maternal mortality in alignment with Sustainable Development Goal (SDG) 3.1, which aims to reduce maternal mortality to below 70 per 100,000 live births by 2030. Despite ad...
Artificial Intelligence Pregnancy Female Developed Countries Maternal Mortality Global Health Developing Countries Humans
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Determination of milk yield in water buffaloes using multi-class logistic regression and machine learning methods.

Tropical animal health and production Jul 28, 2025
In this study, Random Forest, Gradient Boosting Machines (GBM), and Support Vector Machines (SVM), Multi-Class Logistic Regression (MCLR) models were comparatively evaluated for the prediction of milk yield in water buffaloes. The study's main purpos...
Animals Logistic Models Lactation Buffaloes Machine Learning Pregnancy Female Milk Dairying
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Infant rat ultrasonic vocalizations in the neurodevelopmental model of schizophrenia.

Scientific reports Jul 28, 2025
Schizophrenia is characterized by early brain developmental abnormalities resulting in, among others, compromised communication. Rodent models, such as prenatal exposure to methylazoxymethanol acetate (MAM), help investigate schizophrenia-related def...
Vocalization, Animal Methylazoxymethanol Acetate Schizophrenia Animals, Newborn Prenatal Exposure Delayed Effects Pregnancy Female Rats Animals Disease Models, Animal Male
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Intrahepatic cholestasis of pregnancy.

Nature reviews. Disease primers Jul 24, 2025
Intrahepatic cholestasis of pregnancy is the most common pregnancy-related liver disease, manifesting typically during the third trimester of pregnancy with pruritus and elevated serum bile acids. This condition is associated with increased fetal mor...
Humans Ursodeoxycholic Acid Pruritus Bile Acids and Salts Biomarkers Cholestasis, Intrahepatic Pregnancy Female Pregnancy Complications
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Prediction of birthweight with early and mid-pregnancy antenatal markers utilising machine learning and explainable artificial intelligence.

Scientific reports Jul 19, 2025
Low birthweight (LBW) is a significant health challenge worldwide, as these neonates experience both short- and long-term disabilities. Factors affecting maternal and fetal health during early to mid-pregnancy can greatly influence fetal development....
Algorithms Prospective Studies Biomarkers Adult Humans Pregnancy Birth Weight Female Artificial Intelligence Infant, Newborn Machine Learning
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Raised Leptin and Pappalysin2 cell-free RNAs are the hallmarks of pregnancies complicated by preeclampsia with fetal growth restriction.

Nature communications Jul 18, 2025
Preeclampsia (PE) and fetal growth restriction (FGR) complicate 5-10% of pregnancies and are major causes of maternal and fetal morbidity and mortality. Here we demonstrate that measuring circulating cell-free RNAs (cfRNAs) from maternal plasma can a...
Cell-Free Nucleic Acids Proteoglycans Leptin Pregnancy-Associated Plasma Protein-A Pre-Eclampsia Fetal Growth Retardation Adult Humans Case-Control Studies Machine Learning ROC Curve Biomarkers Pregnancy Female
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The application of super-resolution ultrasound radiomics models in predicting the failure of conservative treatment for ectopic pregnancy.

Reproductive biology and endocrinology : RB&E Jul 17, 2025
BACKGROUND: Conservative treatment remains a viable option for selected patients with ectopic pregnancy (EP), but failure may lead to rupture and serious complications. Currently, serum β-hCG is the main predictor for treatment outcomes, yet its accu...
Ultrasonography, Prenatal Female Treatment Failure Pregnancy, Ectopic Ultrasonography Adult Conservative Treatment Chorionic Gonadotropin, beta Subunit, Human Predictive Value of Tests Humans Radiomics Retrospective Studies Pregnancy
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