AI in the treatment of fertility: key considerations
- PMID: 32989510
- PMCID: PMC7642046
- DOI: 10.1007/s10815-020-01950-z
AI in the treatment of fertility: key considerations
Abstract
Artificial intelligence (AI) has been proposed as a potential tool to help address many of the existing problems related with empirical or subjective assessments of clinical and embryological decision points during the treatment of infertility. AI technologies are reviewed and potential areas of implementation of algorithms are discussed, highlighting the importance of following a proper path for the development and validation of algorithms, including regulatory requirements, and the need for ecosystems containing enough quality data to generate it. As evidenced by the consensus of a group of experts in fertility if properly developed, it is believed that AI algorithms may help practitioners from around the globe to standardize, automate, and improve IVF outcomes for the benefit of patients. Collaboration is required between AI developers and healthcare professionals to make this happen.
Keywords: AI; algorithms; embryos; fertility.
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References
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- European IVF-Monitoring Consortium (EIM) for the European Society of Human Reproduction and Embryology (ESHRE) Calhaz-Jorge C, et al. Assisted reproductive technology in Europe, 2012: results generated from European registers by ESHRE. Hum Reprod. 2016;31:1638–1652. doi: 10.1093/humrep/dew151. - DOI - PubMed
-
- de Mouzon J, Goossens V, Bhattacharya S, Castilla JA, Ferraretti AP, Korsak V, Kupka M, Nygren KG, Andersen AN, The European IVF-monitoring (EIM) Consortium, for the E. S. of H. R. and E. (ESHRE) Assisted reproductive technology in Europe, 2006: results generated from European registers by ESHRE. Hum Reprod. 2010;25:1851–1862. doi: 10.1093/humrep/deq124. - DOI - PubMed
-
- Adamson GD, de Mouzon J, Chambers GM, Zegers-Hochschild F, Mansour R, Ishihara O, Banker M, Dyer S. International committee for monitoring assisted reproductive technology: world report on assisted reproductive technology, 2011. Fertil Steril. 2018;110:1067–1080. doi: 10.1016/j.fertnstert.2018.06.039. - DOI - PubMed
-
- Centres for Disease Control and Prevention. Assisted reproductive technology: ART trends 2002–2011. http://www.cdc.gov/art/ART2011/section5.htm#f43. Accessed 16 Aug 2016.
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