AIMC Topic: Pregnancy

Clear Filters Showing 241 to 250 of 1121 articles

Comparative study of machine learning approaches integrated with genetic algorithm for IVF success prediction.

PloS one Oct 11, 2024
INTRODUCTION: IVF is a widely-used assisted reproductive technology with a consistent success rate of around 30%, and improving this rate is crucial due to emotional, financial, and health-related implications for infertile couples. This study aimed ...
Female Humans Adult Neural Networks, Computer Male Fertilization in Vitro Support Vector Machine Machine Learning Algorithms Pregnancy
View on PubMed DOI

The utilization of artificial intelligence in enhancing 3D/4D ultrasound analysis of fetal facial profiles.

Journal of perinatal medicine Oct 10, 2024
Artificial intelligence (AI) has emerged as a transformative technology in the field of healthcare, offering significant advancements in various medical disciplines, including obstetrics. The integration of artificial intelligence into 3D/4D ultrasou...
Humans Ultrasonography, Prenatal Imaging, Three-Dimensional Face Artificial Intelligence Pregnancy Female
View on PubMed DOI

Patient-Centric In Vitro Fertilization Prognostic Counseling Using Machine Learning for the Pragmatist.

Seminars in reproductive medicine Oct 8, 2024
Although in vitro fertilization (IVF) has become an extremely effective treatment option for infertility, there is significant underutilization of IVF by patients who could benefit from such treatment. In order for patients to choose to consider IVF ...
Infertility Fertilization in Vitro Machine Learning Patient-Centered Care Prognosis Humans Pregnancy Counseling Female
View on PubMed DOI

MG-Net: A fetal brain tissue segmentation method based on multiscale feature fusion and graph convolution attention mechanisms.

Computer methods and programs in biomedicine Oct 5, 2024
BACKGROUND AND OBJECTIVE: Fetal brain tissue segmentation provides foundational support for comprehensively understanding the neurodevelopment of normal and congenital disease-affected fetuses. Manual labeling is very time-consuming, and automated se...
Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Fetus Pregnancy Neural Networks, Computer Female Algorithms Deep Learning Brain
View on PubMed DOI

Prediction of pre-eclampsia with machine learning approaches: Leveraging important information from routinely collected data.

International journal of medical informatics Oct 5, 2024
BACKGROUND: Globally, pre-eclampsia (PE) is a leading cause of maternal and perinatal morbidity and mortality. PE prediction using routinely collected data has the advantage of being widely applicable, particularly in low-resource settings. Early int...
Area Under Curve Pre-Eclampsia Diabetes, Gestational Pregnancy Risk Factors Female Adult Humans Logistic Models Machine Learning
View on PubMed DOI

A Pragmatic Approach to Fetal Monitoring via Cardiotocography Using Feature Elimination and Hyperparameter Optimization.

Interdisciplinary sciences, computational life sciences Oct 5, 2024
Cardiotocography (CTG) is used to assess the health of the fetus during birth or antenatally in the third trimester. It concurrently detects the maternal uterine contractions (UC) and fetal heart rate (FHR). Fetal distress, which may require therapeu...
Humans Female Cardiotocography Heart Rate, Fetal Fetal Monitoring Machine Learning Algorithms Pregnancy
View on PubMed DOI

Predicting Intra- and Postpartum Hemorrhage through Artificial Intelligence.

Medicina (Kaunas, Lithuania) Sep 30, 2024
: Intra/postpartum hemorrhage stands as a significant obstetric emergency, ranking among the top five leading causes of maternal mortality. The aim of this study was to assess the predictive performance of four machine learning algorithms for the pre...
Algorithms Prospective Studies Pregnancy Sensitivity and Specificity Support Vector Machine Humans Female Adult Predictive Value of Tests Artificial Intelligence Bayes Theorem Postpartum Hemorrhage
View on PubMed DOI

Shared diagnostic genes and potential mechanisms between polycystic ovary syndrome and recurrent miscarriage revealed by integrated transcriptomics analysis and machine learning.

Frontiers in endocrinology Sep 27, 2024
OBJECTIVE: More and more studies have found that polycystic ovary syndrome (PCOS) is significantly associated with recurrent spontaneous abortion (RSA), but the specific mechanism is not yet clear.
Gene Regulatory Networks Female Humans Polycystic Ovary Syndrome Computational Biology Gene Expression Profiling Transcriptome Abortion, Habitual Databases, Genetic Machine Learning Pregnancy
View on PubMed DOI

Maternal dietary practices during pregnancy and obesity of neonates: a machine learning approach towards hierarchical and nested relationships in a Tibet Plateau cohort study.

The British journal of nutrition Sep 26, 2024
Studies on obesity and risk factors from a life-course perspective among residents in the Tibet Plateau with recent economic growth and increasing obesity are important and urgently needed. The birth cohort in this area provides a unique opportunity ...
Maternal Nutritional Physiological Phenomena Pediatric Obesity Tibet Infant, Newborn Obesity Risk Factors Humans Fruit Young Adult Prevalence Machine Learning Pregnancy Cohort Studies Adult Female Diet
View on PubMed DOI

Prediction of preterm birth in multiparous women using logistic regression and machine learning approaches.

Scientific reports Sep 20, 2024
To predict preterm birth (PTB) in multiparous women, comparing machine learning approaches with traditional logistic regression. A population-based cohort study was conducted using data from the Ontario Better Outcomes Registry and Network (BORN). Th...
ROC Curve Ontario Logistic Models Risk Factors Adult Cohort Studies Neural Networks, Computer Machine Learning Pregnancy Premature Birth Parity Female Infant, Newborn Humans
View on PubMed DOI
Popular Topics
Recent Journals