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Does artificial intelligence have a role in the IVF clinic?

The success of IVF has remained stagnant for a decade. The focus of a great deal of research is to improve on the current ~30% success rate of IVF. Artificial intelligence (AI), or machines that mimic human intelligence, has been gaining traction for its potential to improve outcomes in medicine, su...

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Autores principales: Chow, Darren J X, Wijesinghe, Philip, Dholakia, Kishan, Dunning, Kylie R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Bioscientifica Ltd 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801019/
https://www.ncbi.nlm.nih.gov/pubmed/35118395
http://dx.doi.org/10.1530/RAF-21-0043
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author Chow, Darren J X
Wijesinghe, Philip
Dholakia, Kishan
Dunning, Kylie R
author_facet Chow, Darren J X
Wijesinghe, Philip
Dholakia, Kishan
Dunning, Kylie R
author_sort Chow, Darren J X
collection PubMed
description The success of IVF has remained stagnant for a decade. The focus of a great deal of research is to improve on the current ~30% success rate of IVF. Artificial intelligence (AI), or machines that mimic human intelligence, has been gaining traction for its potential to improve outcomes in medicine, such as cancer diagnosis from medical images. In this commentary, we discuss whether AI has the potential to improve fertility outcomes in the IVF clinic. Based on existing research, we examine the potential of adopting AI within multiple facets of an IVF cycle, including egg/sperm and embryo selection, as well as formulation of an IVF treatment regimen. We discuss both the potential benefits and concerns of the patient and clinician in adopting AI in the clinic. We outline hurdles that need to be overcome prior to implementation. We conclude that AI has an important future in improving IVF success.
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spelling pubmed-88010192022-02-02 Does artificial intelligence have a role in the IVF clinic? Chow, Darren J X Wijesinghe, Philip Dholakia, Kishan Dunning, Kylie R Reprod Fertil Commentary The success of IVF has remained stagnant for a decade. The focus of a great deal of research is to improve on the current ~30% success rate of IVF. Artificial intelligence (AI), or machines that mimic human intelligence, has been gaining traction for its potential to improve outcomes in medicine, such as cancer diagnosis from medical images. In this commentary, we discuss whether AI has the potential to improve fertility outcomes in the IVF clinic. Based on existing research, we examine the potential of adopting AI within multiple facets of an IVF cycle, including egg/sperm and embryo selection, as well as formulation of an IVF treatment regimen. We discuss both the potential benefits and concerns of the patient and clinician in adopting AI in the clinic. We outline hurdles that need to be overcome prior to implementation. We conclude that AI has an important future in improving IVF success. Bioscientifica Ltd 2021-08-23 /pmc/articles/PMC8801019/ /pubmed/35118395 http://dx.doi.org/10.1530/RAF-21-0043 Text en © The authors https://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Commentary
Chow, Darren J X
Wijesinghe, Philip
Dholakia, Kishan
Dunning, Kylie R
Does artificial intelligence have a role in the IVF clinic?
title Does artificial intelligence have a role in the IVF clinic?
title_full Does artificial intelligence have a role in the IVF clinic?
title_fullStr Does artificial intelligence have a role in the IVF clinic?
title_full_unstemmed Does artificial intelligence have a role in the IVF clinic?
title_short Does artificial intelligence have a role in the IVF clinic?
title_sort does artificial intelligence have a role in the ivf clinic?
topic Commentary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801019/
https://www.ncbi.nlm.nih.gov/pubmed/35118395
http://dx.doi.org/10.1530/RAF-21-0043
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