Advances in artificial intelligence models and algorithms in the field of optometry

The rapid development of computer science over the past few decades has led to unprecedented progress in the field of artificial intelligence (AI). Its wide application in ophthalmology, especially image processing and data analysis, is particularly extensive and its performance excellent. In recent...

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Autores principales: Wang, Suyu, Ji, Yuke, Bai, Wen, Ji, Yun, Li, Jiajun, Yao, Yujia, Zhang, Ziran, Jiang, Qin, Li, Keran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Cell and Developmental Biology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175695/
https://www.ncbi.nlm.nih.gov/pubmed/37187617
http://dx.doi.org/10.3389/fcell.2023.1170068
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author Wang, Suyu
Ji, Yuke
Bai, Wen
Ji, Yun
Li, Jiajun
Yao, Yujia
Zhang, Ziran
Jiang, Qin
Li, Keran
author_facet Wang, Suyu
Ji, Yuke
Bai, Wen
Ji, Yun
Li, Jiajun
Yao, Yujia
Zhang, Ziran
Jiang, Qin
Li, Keran
author_sort Wang, Suyu
collection PubMed
description The rapid development of computer science over the past few decades has led to unprecedented progress in the field of artificial intelligence (AI). Its wide application in ophthalmology, especially image processing and data analysis, is particularly extensive and its performance excellent. In recent years, AI has been increasingly applied in optometry with remarkable results. This review is a summary of the application progress of different AI models and algorithms used in optometry (for problems such as myopia, strabismus, amblyopia, keratoconus, and intraocular lens) and includes a discussion of the limitations and challenges associated with its application in this field.
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spelling pubmed-101756952023-05-13 Advances in artificial intelligence models and algorithms in the field of optometry Wang, Suyu Ji, Yuke Bai, Wen Ji, Yun Li, Jiajun Yao, Yujia Zhang, Ziran Jiang, Qin Li, Keran Front Cell Dev Biol Cell and Developmental Biology The rapid development of computer science over the past few decades has led to unprecedented progress in the field of artificial intelligence (AI). Its wide application in ophthalmology, especially image processing and data analysis, is particularly extensive and its performance excellent. In recent years, AI has been increasingly applied in optometry with remarkable results. This review is a summary of the application progress of different AI models and algorithms used in optometry (for problems such as myopia, strabismus, amblyopia, keratoconus, and intraocular lens) and includes a discussion of the limitations and challenges associated with its application in this field. Frontiers Media S.A. 2023-04-28 /pmc/articles/PMC10175695/ /pubmed/37187617 http://dx.doi.org/10.3389/fcell.2023.1170068 Text en Copyright © 2023 Wang, Ji, Bai, Ji, Li, Yao, Zhang, Jiang and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cell and Developmental Biology
Wang, Suyu
Ji, Yuke
Bai, Wen
Ji, Yun
Li, Jiajun
Yao, Yujia
Zhang, Ziran
Jiang, Qin
Li, Keran
Advances in artificial intelligence models and algorithms in the field of optometry
title Advances in artificial intelligence models and algorithms in the field of optometry
title_full Advances in artificial intelligence models and algorithms in the field of optometry
title_fullStr Advances in artificial intelligence models and algorithms in the field of optometry
title_full_unstemmed Advances in artificial intelligence models and algorithms in the field of optometry
title_short Advances in artificial intelligence models and algorithms in the field of optometry
title_sort advances in artificial intelligence models and algorithms in the field of optometry
topic Cell and Developmental Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175695/
https://www.ncbi.nlm.nih.gov/pubmed/37187617
http://dx.doi.org/10.3389/fcell.2023.1170068
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