AIMC Topic: Pregnancy

Clear Filters Showing 771 to 780 of 1122 articles

Use of artificial intelligence (AI) in the interpretation of intrapartum fetal heart rate (FHR) tracings: a systematic review and meta-analysis.

Archives of gynecology and obstetrics May 3, 2019
OBJECTIVES: To determine the degree of inter-rater reliability (IRR) between human and artificial intelligence (AI) interpretation of fetal heart rate tracings (FHR), and to determine whether AI-assisted electronic fetal monitoring interpretation imp...
Female Infant, Newborn Cardiotocography Heart Rate, Fetal Humans Artificial Intelligence Pregnancy
View on PubMed DOI

Artificial Neural Network Analysis of Spontaneous Preterm Labor and Birth and Its Major Determinants.

Journal of Korean medical science Apr 29, 2019
BACKGROUND: Little research based on the artificial neural network (ANN) is done on preterm birth (spontaneous preterm labor and birth) and its major determinants. This study uses an ANN for analyzing preterm birth and its major determinants.
Humans Neural Networks, Computer Pregnancy Female ROC Curve Logistic Models Hypertension Diabetes Mellitus Infant, Newborn Premature Birth Risk Factors Adult Placenta Body Mass Index Gestational Age Cervix Uteri Obstetric Labor, Premature Area Under Curve
View on PubMed DOI

Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.

IEEE transactions on medical imaging Apr 25, 2019
Detecting acoustic shadows in ultrasound images is important in many clinical and engineering applications. Real-time feedback of acoustic shadows can guide sonographers to a standardized diagnostic viewing plane with minimal artifacts and can provid...
Image Processing, Computer-Assisted Supervised Machine Learning Fetus Humans Algorithms Pregnancy Female Ultrasonography, Prenatal Deep Learning
View on PubMed DOI

Exon level machine learning analyses elucidate novel candidate miRNA targets in an avian model of fetal alcohol spectrum disorder.

PLoS computational biology Apr 11, 2019
Gestational alcohol exposure causes fetal alcohol spectrum disorder (FASD) and is a prominent cause of neurodevelopmental disability. Whole transcriptome sequencing (RNA-Seq) offer insights into mechanisms underlying FASD, but gene-level analysis pro...
Unsupervised Machine Learning Principal Component Analysis Databases, Nucleic Acid Exons Pregnancy Disease Models, Animal Female Cluster Analysis Animals MicroRNAs Gene Expression Profiling Big Data Computational Biology Chick Embryo Ethanol Humans Fetal Alcohol Spectrum Disorders
View on PubMed DOI

Prediction of fetal state from the cardiotocogram recordings using neural network models.

Artificial intelligence in medicine Mar 19, 2019
The combination of machine vision and soft computing approaches in the clinical decisions, using training data, can improve medical decisions and treatments. The cardiotocography (CTG) monitoring and uterine activity (UA) provides useful information ...
Cardiotocography Uterine Contraction Pregnancy Female Deep Learning Fuzzy Logic Humans Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

Decision Fusion-Based Fetal Ultrasound Image Plane Classification Using Convolutional Neural Networks.

Ultrasound in medicine & biology Feb 27, 2019
Machine learning for ultrasound image analysis and interpretation can be helpful in automated image classification in large-scale retrospective analyses to objectively derive new indicators of abnormal fetal development that are embedded in ultrasoun...
Fetal Growth Retardation Pregnancy Female Ultrasonography, Prenatal Image Interpretation, Computer-Assisted Neural Networks, Computer Machine Learning Retrospective Studies Humans
View on PubMed DOI

Evaluating reinforcement learning agents for anatomical landmark detection.

Medical image analysis Feb 14, 2019
Automatic detection of anatomical landmarks is an important step for a wide range of applications in medical image analysis. Manual annotation of landmarks is a tedious task and prone to observer errors. In this paper, we evaluate novel deep reinforc...
Female Adult Deep Learning Imaging, Three-Dimensional Magnetic Resonance Imaging Humans Anatomic Landmarks Brain Heart Pregnancy Head
View on PubMed DOI

Attention gated networks: Learning to leverage salient regions in medical images.

Medical image analysis Feb 5, 2019
We propose a novel attention gate (AG) model for medical image analysis that automatically learns to focus on target structures of varying shapes and sizes. Models trained with AGs implicitly learn to suppress irrelevant regions in an input image whi...
Humans Neural Networks, Computer Radiography, Abdominal Algorithms Tomography, X-Ray Computed Imaging, Three-Dimensional Pregnancy Image Interpretation, Computer-Assisted Female Datasets as Topic Ultrasonography, Prenatal
View on PubMed DOI

Artificial intelligence and machine learning for human reproduction and embryology presented at ASRM and ESHRE 2018.

Journal of assisted reproduction and genetics Jan 28, 2019
Sixteen artificial intelligence (AI) and machine learning (ML) approaches were reported at the 2018 annual congresses of the American Society for Reproductive Biology (9) and European Society for Human Reproduction and Embryology (7). Nearly every as...
Blastocyst Pregnancy Oocytes Female Reproductive Techniques, Assisted Humans Embryonic Development Fertilization in Vitro Artificial Intelligence Pregnancy Outcome Machine Learning
View on PubMed DOI

Prediction of implantation after blastocyst transfer in in vitro fertilization: a machine-learning perspective.

Fertility and sterility Jan 2, 2019
OBJECTIVE: To develop a random forest model (RFM) to predict implantation potential of a transferred embryo and compare it with a multivariate logistic regression model (MvLRM), based on data from a large cohort including in vitro fertilization (IVF)...
Reproducibility of Results Risk Factors Humans Male Risk Assessment Sperm Injections, Intracytoplasmic Machine Learning Retrospective Studies Fertilization in Vitro Infertility Decision Support Techniques Pregnancy Treatment Outcome Single Embryo Transfer Female Embryo Implantation Fertility
View on PubMed DOI
Popular Topics
Recent Journals