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Artificial Intelligence and Its Impact on Predicting Embryo and Sperm Characteristics

dc.contributor.authorNogueira, Marcelo Fábio Gouveia [UNESP]
dc.contributor.authorde Almeida Júnior, Alexandre Mendes [UNESP]
dc.contributor.authorDuarte, Matheus Búbola [UNESP]
dc.contributor.authorRocha, José Celso [UNESP]
dc.contributor.editorJuan Carlos Gardón, Katy Satué Ambrojo
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)pt
dc.date.accessioned2026-08-24T14:18:54Z
dc.date.issued2025-05-08
dc.description.abstractCurrently, artificial intelligence (AI) is pervasive in several tasks, applications, and support services. In the medical field, AI already is used for auxiliary image diagnostics and to predict some disease signals. However, little is done in the veterinary field with domestic animals. This chapter intends to introduce the basic concepts of AI (and its specific ramifications as artificial neural networks and genetic algorithms) and a state-of-art of its application with mouse and cattle embryos and/or sperm. Bovine embryo has, by far, been the main issue of AI studies. The development of AI-based software—to automatically evaluate the morphological quality of in vitro-produced bovine embryos—was an early step. Intuitively, the more daring goal should be the predictive application towards the pregnancy success of those embryos. Also, and briefly, we will be commenting on some comparative details of the AI use in human embryos and the prospective application to other species (such as equine embryos).
dc.description.affiliationDepartment of Biological Sciences, School of Sciences, Humanities and Languages, São Paulo State University (UNESP), Assis, Brazil
dc.description.affiliationUnespDepartment of Biological Sciences, School of Sciences, Humanities and Languages, São Paulo State University (UNESP), Assis, Brazil
dc.identifierhttps://app.dimensions.ai/details/publication/pub.1188447029
dc.identifier.bookDoi10.1007/978-3-031-87198-6
dc.identifier.dimensionspub.1188447029
dc.identifier.doi10.1007/978-3-031-87198-6_9
dc.identifier.isbn978-3-031-87197-9
dc.identifier.isbn978-3-031-87198-6
dc.identifier.orcid0000-0002-2239-9652
dc.identifier.orcid0000-0002-7063-0812
dc.identifier.orcid0009-0002-8356-7514
dc.identifier.orcid0000-0002-0094-2634
dc.identifier.urihttps://hdl.handle.net/11449/330074
dc.publisherSpringer Nature
dc.relation.ispartofAssisted Reproductive Technologies in Animals Volume 2
dc.rights.accessRightsAcesso restritopt
dc.rights.sourceRightsclosed
dc.sourceDimensions
dc.titleArtificial Intelligence and Its Impact on Predicting Embryo and Sperm Characteristics
dc.typeCapítulo de livropt
dspace.entity.typePublication
relation.isOrgUnitOfPublicationc3f68528-5ea8-4b32-a9f4-3cfbd4bba64d
relation.isOrgUnitOfPublication.latestForDiscoveryc3f68528-5ea8-4b32-a9f4-3cfbd4bba64d
unesp.campusUniversidade Estadual Paulista (UNESP), Faculdade de Ciências e Letras, Assispt

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