AIMC Topic: Pregnancy Outcome

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Prediction of severe adverse neonatal outcomes at the second stage of labour using machine learning: a retrospective cohort study.

BJOG : an international journal of obstetrics and gynaecology Apr 15, 2021
OBJECTIVE: To create a personalised machine learning model for prediction of severe adverse neonatal outcomes (SANO) during the second stage of labour.
Female Parity Adult ROC Curve Humans Machine Learning Retrospective Studies Pregnancy Obstetric Labor Complications Gravidity Labor Presentation Labor Stage, First Labor Stage, Second Pregnancy Outcome Predictive Value of Tests Patient Admission Delivery, Obstetric
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Using Deep Learning in a Monocentric Study to Characterize Maternal Immune Environment for Predicting Pregnancy Outcomes in the Recurrent Reproductive Failure Patients.

Frontiers in immunology Apr 1, 2021
Recurrent reproductive failure (RRF), such as recurrent pregnancy loss and repeated implantation failure, is characterized by complex etiologies and particularly associated with diverse maternal factors. It is currently believed that RRF is closely a...
Humans Pregnancy Female Deep Learning Pregnancy Outcome Endometrium Autoantibodies Reproductive Techniques, Assisted
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Intrahepatic cholestasis of pregnancy: machine-learning algorithm to predict elevated bile acid based on clinical and laboratory data.

Archives of gynecology and obstetrics Feb 19, 2021
PURPOSE: Applying machine-learning models to clinical and laboratory features of women with intrahepatic cholestasis of pregnancy (ICP) and creating algorithm to identify these patients without bile acid measurements.
Pregnancy Female Infant, Newborn Adult Cholestasis, Intrahepatic Pregnancy Complications Liver Function Tests Pregnancy Outcome Bile Acids and Salts Humans Machine Learning Algorithms Retrospective Studies
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Performance of a deep learning based neural network in the selection of human blastocysts for implantation.

eLife Sep 15, 2020
Deep learning in in vitro fertilization is currently being evaluated in the development of assistive tools for the determination of transfer order and implantation potential using time-lapse data collected through expensive imaging hardware. Assistiv...
Female Adult Male Deep Learning Humans Algorithms Pregnancy Microscopy Image Processing, Computer-Assisted Fertilization in Vitro Pregnancy Outcome Blastocyst
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Predicting pregnancy test results after embryo transfer by image feature extraction and analysis using machine learning.

Scientific reports Mar 10, 2020
Assessing the viability of a blastosyst is still empirical and non-reproducible nowadays. We developed an algorithm based on artificial vision and machine learning (and other classifiers) that predicts pregnancy using the beta human chorionic gonadot...
Pregnancy Tests Pregnancy Female Adult Embryo Transfer Fertilization in Vitro Pregnancy Outcome Bayes Theorem Oocytes Humans Neural Networks, Computer Machine Learning Algorithms
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An artificial neural network for the prediction of assisted reproduction outcome.

Journal of assisted reproduction and genetics Jun 19, 2019
PURPOSE: To construct and validate an efficient artificial neural network (ANN) based on parameters with statistical correlation to live birth, to be used as a comprehensive tool for the prediction of the clinical outcome for patients undergoing ART.
Reproductive Techniques, Assisted Live Birth Infertility Birth Rate Precision Medicine Pregnancy Female Adult Fertilization in Vitro Pregnancy Outcome Sperm Injections, Intracytoplasmic Male Pregnancy Rate Humans Neural Networks, Computer
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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...
Humans Artificial Intelligence Machine Learning Pregnancy Female Embryonic Development Reproductive Techniques, Assisted Fertilization in Vitro Pregnancy Outcome Blastocyst Oocytes
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Effect of dietary n-3 polyunsaturated fatty acid supplementation and post-insemination plane of nutrition on systemic concentrations of metabolic analytes, progesterone, hepatic gene expression and embryo development and survival in beef heifers.

Theriogenology Dec 26, 2018
Nutrition, and particularly dietary energy intake, plays a fundamental role in reproductive function in cattle. There is some evidence that supplemental omega-3 dietary polyunsaturated fatty acids (n-3 PUFA) can exert positive effects on fertility. T...
Animals Cattle Progesterone Pregnancy Outcome Pregnancy Female Estrus Synchronization Dietary Supplements Animal Feed Insemination, Artificial Fatty Acids, Omega-3
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Assessment of ovulation synchronization protocols in goats and use of pregnancy specific protein B (PSPB) enzyme linked immunsorbent assay (ELISA) to determine kid number at birth.

Domestic animal endocrinology Nov 30, 2018
The efficacy of several protocols for ovulation synchronization and timed artificial insemination (TAI) in goats was examined. In addition, the relationship between levels of pregnancy specific protein B (PSPB) during gestation assessed with a commer...
Ovulation Pregnancy-Specific beta 1-Glycoproteins Gonadotropin-Releasing Hormone Insemination, Artificial Gestational Age Delayed-Action Preparations Dinoprost Equipment Reuse Estrus Synchronization Litter Size Progesterone Pregnancy Outcome Enzyme-Linked Immunosorbent Assay Goats Pregnancy Female Drug Delivery Systems Animals
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Minimum effective fluid volume of colloid to prevent hypotension during caesarean section under spinal anesthesia using a prophylactic phenylephrine infusion: An up-down sequential allocation study.

Journal of clinical anesthesia Dec 5, 2016
STUDY OBJECTIVE: The aim of this study was to de termine the minimum effective fluid volume (MEFV) of hydroxyethyl starch 130/0.4 (HES) infused in a preload fashion which would prevent hypotension in 50% of parturients undergoing caesarean section. A...
Anesthesia, Obstetrical Phenylephrine Hydroxyethyl Starch Derivatives Anesthesia, Spinal Hypotension Vasoconstrictor Agents Cardiac Output Parity Pregnancy Outcome Double-Blind Method Fluid Therapy Humans Pregnancy Female Cesarean Section
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