AIMC Topic: Fertilization in Vitro

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Mining of variables from embryo morphokinetics, blastocyst's morphology and patient parameters: an approach to predict the live birth in the assisted reproduction service.

JBRA assisted reproduction Oct 6, 2020
Based on growing demand for assisted reproduction technology, improved predictive models are required to optimize in vitro fertilization/intracytoplasmatic sperm injection strategies, prioritizing single embryo transfer. There are still several obsta...
Humans Artificial Intelligence Fertilization in Vitro Prognosis Embryonic Development Pregnancy Reproductive Techniques, Assisted Female Live Birth Pregnancy Rate
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Artificial intelligence in in vitro fertilization: a computer decision support system for day-to-day management of ovarian stimulation during in vitro fertilization.

Fertility and sterility Oct 1, 2020
OBJECTIVE: To describe a computer algorithm designed for in vitro fertilization (IVF) management and to assess the algorithm's accuracy in the day-to-day decision making during ovarian stimulation for IVF when compared to evidence-based decisions by ...
Humans Artificial Intelligence Algorithms Clinical Decision-Making Female Young Adult Adult Fertilization in Vitro Ovulation Induction Middle Aged Pilot Projects Decision Support Systems, Clinical
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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...
Humans Algorithms Male Deep Learning Image Processing, Computer-Assisted Fertilization in Vitro Pregnancy Female Adult Pregnancy Outcome Blastocyst Microscopy
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Novel and conventional embryo parameters as input data for artificial neural networks: an artificial intelligence model applied for prediction of the implantation potential.

Fertility and sterility Sep 8, 2020
OBJECTIVE: To describe novel embryo features capable of predicting implantation potential as input data for an artificial neural network (ANN) model.
Time-Lapse Imaging Infertility Single Embryo Transfer Oocyte Donation Blastocyst Fertility Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Retrospective Studies Pregnancy Female Time Factors Pregnancy Rate Fertilization in Vitro Treatment Outcome Embryo Implantation Predictive Value of Tests
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Man versus machine in in vitro fertilization-can artificial intelligence replace physicians?

Fertility and sterility Aug 17, 2020
Computers Physicians Fertilization in Vitro Ovulation Induction Humans Artificial Intelligence
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Machine learning vs. classic statistics for the prediction of IVF outcomes.

Journal of assisted reproduction and genetics Aug 11, 2020
PURPOSE: To assess whether machine learning methods provide advantage over classic statistical modeling for the prediction of IVF outcomes.
Humans Machine Learning Pregnancy Female Adult Fertilization in Vitro Logistic Models Live Birth Oocyte Retrieval Oocytes Fertility Ovulation Induction
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Artificial intelligence in the IVF laboratory: overview through the application of different types of algorithms for the classification of reproductive data.

Journal of assisted reproduction and genetics Jul 11, 2020
Over the past years, the assisted reproductive technologies (ARTs) have been accompanied by constant innovations. For instance, intracytoplasmic sperm injection (ICSI), time-lapse monitoring of the embryonic morphokinetics, and PGS are innovative tec...
Algorithms Female Male Fertilization in Vitro Spermatozoa Reproduction Sperm Injections, Intracytoplasmic Humans Artificial Intelligence Reproductive Techniques, Assisted
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Embryo Ranking Intelligent Classification Algorithm (ERICA): artificial intelligence clinical assistant predicting embryo ploidy and implantation.

Reproductive biomedicine online Jul 5, 2020
RESEARCH QUESTION: Can a deep machine learning artificial intelligence algorithm predict ploidy and implantation in a known data set of static blastocyst images, and how does its performance compare against chance and experienced embryologists?
Humans Pregnancy Female Reproducibility of Results Deep Learning Algorithms Databases, Factual Prognosis Embryo Transfer Pregnancy Rate Fertilization in Vitro Embryo Implantation Ploidies
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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...
Bayes Theorem Oocytes Pregnancy Tests Embryo Transfer Fertilization in Vitro Pregnancy Outcome Humans Neural Networks, Computer Machine Learning Algorithms Pregnancy Female Adult
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Development and evaluation of inexpensive automated deep learning-based imaging systems for embryology.

Lab on a chip Nov 22, 2019
Embryo assessment and selection is a critical step in an in vitro fertilization (IVF) procedure. Current embryo assessment approaches such as manual microscopy analysis done by embryologists or semi-automated time-lapse imaging systems are highly sub...
Fertilization in Vitro Humans Blastocyst Deep Learning Embryonic Development Image Processing, Computer-Assisted Time-Lapse Imaging
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