AIMC Topic: Pregnancy

Clear Filters Showing 731 to 740 of 1122 articles

Robotic fetal ultrasonography platform with a passive scan mechanism.

International journal of computer assisted radiology and surgery Feb 27, 2020
PURPOSE: The shortage of obstetricians and gynecologists has intensified in developed countries. Our long-term goal is to develop a robotic prenatal care platform for automatic ultrasound (US) scanning to improve the workflow efficiency of obstetrici...
Humans Pregnancy Female Phantoms, Imaging Ultrasonography, Prenatal Robotics
View on PubMed DOI

Intelligent system based on data mining techniques for prediction of preterm birth for women with cervical cerclage.

Computational biology and chemistry Feb 15, 2020
Preterm birth, defined as a delivery before 37 weeks' gestation, continues to affect 8-15% of all pregnancies and is associated with significant neonatal morbidity and mortality. Effective prediction of timing of delivery among women identified to be...
Premature Birth Decision Making Models, Statistical Data Mining Neural Networks, Computer Humans Pregnancy Female Cerclage, Cervical
View on PubMed DOI

Hierarchical Class Incremental Learning of Anatomical Structures in Fetal Echocardiography Videos.

IEEE journal of biomedical and health informatics Feb 12, 2020
This paper proposes an ultrasound video interpretation algorithm that enables novel classes or instances to be added over time, without significantly compromising prediction abilities on prior representations. The motivating application is diagnostic...
Humans Algorithms Pregnancy Deep Learning Female Image Interpretation, Computer-Assisted Echocardiography Fetal Heart Ultrasonography, Prenatal
View on PubMed DOI

End-to-end trained encoder-decoder convolutional neural network for fetal electrocardiogram signal denoising.

Physiological measurement Feb 5, 2020
OBJECTIVE: Non-invasive fetal electrocardiography has the potential to provide vital information for evaluating the health status of the fetus. However, the low signal-to-noise ratio of the fetal electrocardiogram (ECG) impedes the applicability of t...
Pregnancy Female Electrocardiography Fetal Monitoring Humans Neural Networks, Computer
View on PubMed DOI

Prediction of vaginal birth after cesarean deliveries using machine learning.

American journal of obstetrics and gynecology Jan 30, 2020
BACKGROUND: Efforts to reduce cesarean delivery rates to 12-15% have been undertaken worldwide. Special focus has been directed towards parturients who undergo a trial of labor after cesarean delivery to reduce the burden of repeated cesarean deliver...
Apgar Score Fetal Weight Extraction, Obstetrical Pregnancy Vaginal Birth after Cesarean Female Trial of Labor Infant, Newborn Uterine Rupture Humans Machine Learning Adult Retrospective Studies Head Risk Assessment Cesarean Section Area Under Curve Gestational Age ROC Curve Parity Tertiary Care Centers Organ Size Delivery, Obstetric Feasibility Studies Risk Factors
View on PubMed DOI

Investigating the use of data-driven artificial intelligence in computerised decision support systems for health and social care: A systematic review.

Health informatics journal Jan 22, 2020
There is growing interest in the potential of artificial intelligence to support decision-making in health and social care settings. There is, however, currently limited evidence of the effectiveness of these systems. The aim of this study was to inv...
Randomized Controlled Trials as Topic Bayes Theorem Humans Quality of Life Artificial Intelligence Female Social Support Delivery of Health Care Infant, Newborn Pregnancy
View on PubMed DOI

Deep Learning of Markov Model-Based Machines for Determination of Better Treatment Option Decisions for Infertile Women.

Reproductive sciences (Thousand Oaks, Calif.) Jan 14, 2020
In this technical article, we are proposing ideas, that we have been developing on how machine learning and deep learning techniques can potentially assist obstetricians/gynecologists in better clinical decision-making, using infertile women in their...
Markov Chains Deep Learning Infertility, Female Models, Biological Humans Female Diagnosis, Computer-Assisted Clinical Decision-Making Pregnancy
View on PubMed DOI

Using animal-mounted sensor technology and machine learning to predict time-to-calving in beef and dairy cows.

Animal : an international journal of animal bioscience Jan 13, 2020
Worldwide, there is a trend towards increased herd sizes, and the animal-to-stockman ratio is increasing within the beef and dairy sectors; thus, the time available to monitoring individual animals is reducing. The behaviour of cows is known to chang...
Parturition Pregnancy Female Sensitivity and Specificity Monitoring, Physiologic Eating Animals Cattle Machine Learning Phenotype
View on PubMed DOI

Machine Learning in Fetal Cardiology: What to Expect.

Fetal diagnosis and therapy Jan 7, 2020
In fetal cardiology, imaging (especially echocardiography) has demonstrated to help in the diagnosis and monitoring of fetuses with a compromised cardiovascular system potentially associated with several fetal conditions. Different ultrasound approac...
Pregnancy Female Echocardiography Humans Machine Learning Fetal Heart Ultrasonography, Prenatal Heart Defects, Congenital Prenatal Diagnosis
View on PubMed DOI

DeepFHR: intelligent prediction of fetal Acidemia using fetal heart rate signals based on convolutional neural network.

BMC medical informatics and decision making Dec 30, 2019
BACKGROUND: Fetal heart rate (FHR) monitoring is a screening tool used by obstetricians to evaluate the fetal state. Because of the complexity and non-linearity, a visual interpretation of FHR signals using common guidelines usually results in signif...
Pregnancy Acidosis Humans Female Fetal Hypoxia Neural Networks, Computer Heart Rate, Fetal Sensitivity and Specificity Databases, Factual Fetal Diseases Diagnosis, Computer-Assisted Deep Learning Cardiotocography
View on PubMed DOI
Popular Topics
Recent Journals