Deep learning as a predictive tool for fetal heart pregnancy following time-lapse incubation and blastocyst transfer.

Journal: Human reproduction (Oxford, England)

Published Date: Jun 4, 2019

Abstract

STUDY QUESTION: Can a deep learning model predict the probability of pregnancy with fetal heart (FH) from time-lapse videos?

Authors

D Tran

Medical AI, Harrison AI, Barangaroo, NSW, Australia.
S Cooke

Embryology, IVF Australia, Greenwich, NSW, Australia.
P J Illingworth

Embryology, IVF Australia, Greenwich, NSW, Australia.
D K Gardner

Embryology, Melbourne IVF, East Melbourne, Victoria, Australia.

Keywords

Adult Deep Learning Embryo Implantation Embryo Transfer Female Fetal Heart Humans Image Processing, Computer-Assisted Infertility Middle Aged Predictive Value of Tests Pregnancy Pregnancy Rate Prospective Studies Retrospective Studies ROC Curve Time-Lapse Imaging Treatment Outcome Young Adult

External Resources

View on PubMed Access via DOI PubMed (31111884)

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