Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784642359256940544 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8801019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Bioscientifica Ltd |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT chowdarrenjx doesartificialintelligencehavearoleintheivfclinic AT wijesinghephilip doesartificialintelligencehavearoleintheivfclinic AT dholakiakishan doesartificialintelligencehavearoleintheivfclinic AT dunningkylier doesartificialintelligencehavearoleintheivfclinic |