AIMC Topic: Pregnancy

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Artificial intelligence model to predict pregnancy and multiple pregnancy risk following in vitro fertilization-embryo transfer (IVF-ET).

Taiwanese journal of obstetrics & gynecology Sep 1, 2022
OBJECTIVE: To decrease multiple pregnancy risk and sustain optimal pregnancy chance by choosing suitable number of embryos during transfer, this study aims to construct artificial intelligence models to predict the pregnancy outcome and multiple preg...
Humans Artificial Intelligence Pregnancy Fertilization in Vitro Pregnancy Outcome Pregnancy, Multiple Female Embryo Transfer
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Graph-based structural knowledge-aware network for diagnosis assistant.

Mathematical biosciences and engineering : MBE Jul 25, 2022
Diagnosis assistant is an effective way to reduce the workloads of professional doctors. The rich professional knowledge plays a crucial role in diagnosis. Therefore, it is important to introduce the relevant medical knowledge into diagnosis assistan...
Pregnancy Female Neural Networks, Computer Electronic Health Records Humans
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How slow is too slow? A comprehensive portrait of Day 7 blastocysts and their clinical value standardized through artificial intelligence.

Human reproduction (Oxford, England) May 30, 2022
STUDY QUESTION: What is the clinical value of Day 7 blastocysts?
Humans Blastocyst Aneuploidy Pregnancy Artificial Intelligence Female Retrospective Studies Embryo Transfer
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Use of real-time artificial intelligence in detection of abnormal image patterns in standard sonographic reference planes in screening for fetal intracranial malformations.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Mar 1, 2022
OBJECTIVES: To develop and validate an artificial intelligence system, the Prenatal ultrasound diagnosis Artificial Intelligence Conduct System (PAICS), to detect different patterns of fetal intracranial abnormality in standard sonographic reference ...
Artificial Intelligence Prospective Studies Pregnancy Humans Fetus Nervous System Malformations Female Area Under Curve
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Explainable multimodal machine learning model for classifying pregnancy drug safety.

Bioinformatics (Oxford, England) Jan 27, 2022
MOTIVATION: Teratogenic drugs can cause severe fetal malformation and therefore have critical impact on the health of the fetus, yet the teratogenic risks are unknown for most approved drugs. This article proposes an explainable machine learning mode...
Female Risk Factors Machine Learning Software ROC Curve Pregnancy Humans
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Contribution of Artificial Intelligence in Pregnancy: A Scoping Review.

Studies in health technology and informatics Jan 14, 2022
For the past ten years, the healthcare sector and industry has witnessed a surge in Artificial Intelligence (AI) technologies being used in many different medical specialties. Recently, AI-driven technologies have been utilized in medical care for pr...
Humans Artificial Intelligence Pregnancy Female Delivery of Health Care Health Facilities
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Machine learning model for umbilical cord classification using combination coiling index and texture feature based on 2-D Doppler ultrasound images.

Health informatics journal Jan 1, 2022
The umbilical cord is an organ that circulates oxygen and nutrition from mother to fetus during pregnancy. This study aims to classify the umbilical cord based on ultrasound images. The similarity of shape and coil between each class becomes a challe...
Female Bayes Theorem Ultrasonography, Doppler Umbilical Cord Humans Algorithms Machine Learning Pregnancy
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A machine learning technology to improve the risk of non-invasive prenatal tests.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2022
BACKGROUND: Timely and accurate diagnosis of genetic diseases can lead to proper action and prevention of irreparable events.
Prenatal Diagnosis Trisomy 13 Syndrome Trisomy 18 Syndrome Female Pregnancy Trimester, First Machine Learning Technology Pregnancy Humans
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Novel artificial intelligence approach for automatic differentiation of fetal occiput anterior and non-occiput anterior positions during labor.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Jan 1, 2022
OBJECTIVES: To describe a newly developed machine-learning (ML) algorithm for the automatic recognition of fetal head position using transperineal ultrasound (TPU) during the second stage of labor and to describe its performance in differentiating be...
Labor Stage, Second Area Under Curve Head Obstetric Labor Complications Labor Presentation Fetus Female Adult Ultrasonography, Prenatal Prospective Studies Pregnancy Humans Artificial Intelligence
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Ontology-Based Natural Language Processing of Social Media Data in the Assessment of Health Information Sought During Pregnancy.

Studies in health technology and informatics Dec 15, 2021
This study analyzed collected social media data from South Korea containing keywords related to "pregnancy" using ontology-based natural language processing. Of the 504,725 documents, those containing concepts related to "maternal emotion" were the m...
Social Media Pregnancy Natural Language Processing Humans Female Family Republic of Korea
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