Does artificial intelligence have a role in the IVF clinic?

Does artificial intelligence have a role in the IVF clinic?
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DOI:
10.1530/raf-21-0043
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发表时间:
2021-07
影响因子:
2.1
通讯作者:
Dunning KR
Dunning KR
中科院分区:
其他
文献类型:
--
作者:
Chow DJX;Wijesinghe P;Dholakia K;Dunning KR

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试管婴儿的成功已经停滞了十年。大量研究的重点是提高目前约30%的IVF成功率。人工智能(AI),或模仿人类智能的机器,因其改善医学结果的潜力而受到关注,例如从医学图像中诊断癌症。在这篇评论中,我们讨论了人工智能是否有潜力改善IVF诊所的生育结果。基于现有的研究,我们研究了在IVF周期的多个方面采用AI的潜力,包括卵子/精子和胚胎选择,以及IVF治疗方案的制定。我们讨论了患者和临床医生在临床中采用AI的潜在好处和担忧。我们概述了在实施之前需要克服的障碍。我们得出结论,人工智能在提高IVF成功率方面具有重要的未来。
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.