AI Medical Compendium Topic:
Pregnancy

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

PloS one Jun 30, 2021
OBJECTIVE: To predict preterm birth in nulliparous women using logistic regression and machine learning.
Machine Learning Retrospective Studies Pregnancy Female Humans ROC Curve Ontario Logistic Models Area Under Curve Pregnancy Trimester, First Pregnancy Trimester, Second Premature Birth Parity Young Adult Adult
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Embryo selection with artificial intelligence: how to evaluate and compare methods?

Journal of assisted reproduction and genetics Jun 26, 2021
Embryo selection within in vitro fertilization (IVF) is the process of evaluating qualities of fertilized oocytes (embryos) and selecting the best embryo(s) available within a patient cohort for subsequent transfer or cryopreservation. In recent year...
Humans Artificial Intelligence Databases, Factual Embryo Transfer Cryopreservation Fertilization in Vitro Area Under Curve Pregnancy Female Sensitivity and Specificity Image Processing, Computer-Assisted Decision Making, Computer-Assisted Sample Size Blastocyst Calibration
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Microbiome Preprocessing Machine Learning Pipeline.

Frontiers in immunology Jun 18, 2021
BACKGROUND: 16S sequencing results are often used for Machine Learning (ML) tasks. 16S gene sequences are represented as feature counts, which are associated with taxonomic representation. Raw feature counts may not be the optimal representation for ...
Colitis Phylogeny Pregnancy Gastrointestinal Microbiome Mice Mucositis Humans Female RNA, Ribosomal, 16S Bacteria Neural Networks, Computer Adult Hematopoietic Stem Cell Transplantation Progesterone Machine Learning Animals Interleukin-1alpha
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Preliminary examination of the potential of robot-assisted sonography - An ergonomic tool for obstetric sonographers.

Applied ergonomics Jun 11, 2021
The aim of this study was to explore the ergonomic challenges, the needs and reservations related to robot-assisted ultrasound for obstetric sonographers and thereby to provide information for the design of robotic solutions. A mixed-method design wa...
Allied Health Personnel Humans Surveys and Questionnaires Pregnancy Ultrasonography Female Ergonomics Robotics
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Reliable Prediction Models Based on Enriched Data for Identifying the Mode of Childbirth by Using Machine Learning Methods: Development Study.

Journal of medical Internet research Jun 4, 2021
BACKGROUND: The use of artificial intelligence has revolutionized every area of life such as business and trade, social and electronic media, education and learning, manufacturing industries, medicine and sciences, and every other sector. The new ref...
Female Maternal Health Services ROC Curve Parturition Humans Artificial Intelligence Machine Learning Pregnancy
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Hybridized neural networks for non-invasive and continuous mortality risk assessment in neonates.

Computers in biology and medicine Jun 3, 2021
Premature birth is the primary risk factor in neonatal deaths, with the majority of extremely premature babies cared for in neonatal intensive care units (NICUs). Mortality risk prediction in this setting can greatly improve patient outcomes and reso...
Infant Birth Weight Gestational Age Intensive Care Units, Neonatal Female Infant, Newborn Risk Factors Humans Risk Assessment Neural Networks, Computer Pregnancy
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Can methods of artificial intelligence aid in optimizing patient selection in patients undergoing intrauterine inseminations?

Journal of assisted reproduction and genetics May 24, 2021
PURPOSE: AI and its machine learning algorithms have proven useful in several fields of medicine, including medically assisted reproduction. The purpose of the study was to construct several predictive models based on clinical data and select the bes...
Spermatozoa Patient Selection Humans Insemination, Artificial Letrozole Female Decision Making, Computer-Assisted Adult Neural Networks, Computer Clomiphene Male Artificial Intelligence Fertility Agents, Female Support Vector Machine Pregnancy Gonadotropins
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Multidisciplinary Approach to Robotic Resection of Abdominal Wall Endometriosis and Mesh Repair.

Journal of minimally invasive gynecology May 21, 2021
STUDY OBJECTIVE: To demonstrate a technique for robot-assisted laparoscopic excision of abdominal wall endometriosis and mesh reinforcement of the subsequent defect.
Endometriosis Surgical Mesh Abdominal Wall Cesarean Section Robotics Cicatrix Robotic Surgical Procedures Humans Pregnancy Female
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Derivation and external validation of risk stratification models for severe maternal morbidity using prenatal encounter diagnosis codes.

Journal of perinatology : official journal of the California Perinatal Association May 19, 2021
OBJECTIVE: We sought to develop a prediction model using prenatal diagnosis codes that could help clinicians objectively stratify a women's risk for delivery-related morbidity.
Prenatal Diagnosis Female Risk Assessment Bayes Theorem Humans Machine Learning Prospective Studies Electronic Health Records Pregnancy
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Evaluation of artificial intelligence using time-lapse images of IVF embryos to predict live birth.

Reproductive biomedicine online May 15, 2021
RESEARCH QUESTION: Can artificial intelligence (AI) improve the prediction of live births based on embryo images?
Adult Cohort Studies Embryo Transfer Fertilization in Vitro Artificial Intelligence Humans Embryo, Mammalian Retrospective Studies Live Birth Pregnancy Time-Lapse Imaging Female
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