AIMC Topic: Pregnancy

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Use of an artificial intelligence-based rule extraction approach to predict an emergency cesarean section.

International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics Sep 6, 2021
OBJECTIVE: One of the major problems with artificial intelligence (AI) is that it is generally known as a "black box". Therefore, the present study aimed to construct an emergency cesarean section (CS) prediction system using an AI-based rule extract...
Female Cesarean Section Risk Factors Delivery, Obstetric Humans Artificial Intelligence Pregnancy
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Staged reflexive artificial intelligence driven testing algorithms for early diagnosis of pituitary disorders.

Clinical biochemistry Aug 23, 2021
BACKGROUND: Sellar masses (SM) frequently present with insidious hormonal dysfunction. We previously showed that, by utilizing a combined reflex/reflecting approach involving a laboratory clinician (LC) on common endocrine test results requested by n...
Female Male Middle Aged Diagnosis, Computer-Assisted Artificial Intelligence Retrospective Studies Pregnancy Critical Pathways Pituitary Diseases Early Diagnosis Blood Chemical Analysis Proof of Concept Study Humans
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The present and future of intrapartum computerized cardiotocography: role of pattern recognition incorporating single vs. multiple parameters.

The journal of maternal-fetal & neonatal medicine : the official journal of the European Association of Perinatal Medicine, the Federation of Asia and Oceania Perinatal Societies, the International Society of Perinatal Obstetricians Aug 17, 2021
Computer assisted cardiotocography holds a great promise in minimizing human errors thereby improving perinatal outcome. Despite exponential growth (Moore's law) in computing power for decades, this promise remains unrealized. The systematic analyses...
Artificial Intelligence Prospective Studies Retrospective Studies Pregnancy Humans Female Cardiotocography Heart Rate, Fetal
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Analysis of maturation features in fetal brain ultrasound via artificial intelligence for the estimation of gestational age.

American journal of obstetrics & gynecology MFM Aug 14, 2021
BACKGROUND: Optimal prenatal care relies on accurate gestational age dating. After the first trimester, the accuracy of current gestational age estimation methods diminishes with increasing gestational age. Considering that, in many countries, access...
Humans Artificial Intelligence Ultrasonography, Prenatal Gestational Age Crown-Rump Length Brain Pregnancy Female
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Vesicouterine Fistula: A Robotic Approach.

International urogynecology journal Aug 10, 2021
INTRODUCTION AND HYPOTHESIS: This video demonstrates surgical repair of a vesicouterine fistula via a robotic, uterine-sparing approach.
Robotics Robotic Surgical Procedures Fistula Uterine Diseases Urinary Bladder Fistula Humans Pregnancy Female
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Early pregnancy diagnosis of rabbits: A non-invasive approach using Vis-NIR spatially resolved spectroscopy.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Aug 6, 2021
Pregnancy diagnosis is essential for rabbit's reproductive management. The early identification of non-pregnant rabbits allows for earlier re-insemination, increases the service rate, and reduces the laboring interval in commercial operations. The ob...
Spectroscopy, Near-Infrared Support Vector Machine Bayes Theorem Least-Squares Analysis Discriminant Analysis Rabbits Algorithms Pregnancy Female Animals
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Developing a Natural Language Processing tool to identify perinatal self-harm in electronic healthcare records.

PloS one Aug 4, 2021
BACKGROUND: Self-harm occurring within pregnancy and the postnatal year ("perinatal self-harm") is a clinically important yet under-researched topic. Current research likely under-estimates prevalence due to methodological limitations. Electronic hea...
Natural Language Processing Female Humans Self-Injurious Behavior Young Adult Perinatal Care Adult Electronic Health Records Adolescent Pregnancy
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Machine Learning Models for Predicting Neonatal Mortality: A Systematic Review.

Neonatology Jul 14, 2021
INTRODUCTION: Approximately 7,000 newborns die every day, accounting for almost half of child deaths under 5 years of age. Deciphering which neonates are at increased risk for mortality can have an important global impact. As such, integrating high c...
Child Infant Mortality Humans Gestational Age Artificial Intelligence Female Perinatal Death Machine Learning Infant, Newborn Pregnancy Infant
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A machine learning algorithm can optimize the day of trigger to improve in vitro fertilization outcomes.

Fertility and sterility Jul 10, 2021
OBJECTIVE: To determine whether a machine learning causal inference model can optimize trigger injection timing to maximize the yield of fertilized oocytes (2PNs) and total usable blastocysts for a given cohort of stimulated follicles.
Ovulation Induction Therapy, Computer-Assisted Sperm Injections, Intracytoplasmic Infertility Oocyte Retrieval Treatment Outcome Fertility Agents, Female Pregnancy Decision Trees Female Time Factors Blastocyst Adult Humans Embryo Transfer Fertility Male Machine Learning Pregnancy Outcome Clinical Decision-Making
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Loop-mediated isothermal amplification (LAMP) and machine learning application for early pregnancy detection using bovine vaginal mucosal membrane.

Biochemical and biophysical research communications Jul 10, 2021
An early and accurate pregnancy diagnosis method is required to improve the reproductive performance of cows. Here we developed an easy pregnancy detection method using vaginal mucosal membrane (VMM) with application of Reverse Transcription-Loop-med...
Machine Learning Cattle RNA-Binding Proteins Molecular Diagnostic Techniques Vagina Cytokines Female Membrane Proteins Nucleic Acid Amplification Techniques CA-125 Antigen Biomarkers Reproducibility of Results Adaptor Proteins, Signal Transducing Ubiquitins Sensitivity and Specificity Pregnancy Gene Expression Animals Mucous Membrane
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