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Intelligent Ophthalmology | Open Access

Artificial intelligence-aided diagnosis and treatment in the field of optometry

Hua-Qing Du1, Qi Dai2, Zu-Hui Zhang2, Chen-Chen Wang2, Jing Zhai2, Wei-Hua Yang3( ), Tie-Pei Zhu4( )
Zhejiang University, Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou 310027, Zhejiang Province, China
National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou 325027, Zhejiang Province, China
Shenzhen Eye Institute, Shenzhen Eye Hospital, Jinan University, Shenzhen 518040, Guangdong Province, China
Eye Center, Second Affiliated Hospital of Zhejiang University, School of Medicine, Hangzhou 310002, Zhejiang Province, China

Co-first authors: Hua-Qing Du and Qi Dai

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Abstract

With the rapid development of computer technology, the application of artificial intelligence (AI) to ophthalmology has gained prominence in modern medicine. As modern optometry is closely related to ophthalmology, AI research on optometry has also increased. This review summarizes current AI research and technologies used for diagnosis in optometry, related to myopia, strabismus, amblyopia, optical glasses, contact lenses, and other aspects. The aim is to identify mature AI models that are suitable for research on optometry and potential algorithms that may be used in future clinical practice.

Keywords

artificial intelligencemyopiastrabismusamblyopiaoptometry

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International Journal of Ophthalmology
Volume 16 Issue 9,
September 2023
Pages 1406-1416
DOI: 10.18240/ijo.2023.09.06

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Cite this article:
Du H-Q, Dai Q, Zhang Z-H, et al. Artificial intelligence-aided diagnosis and treatment in the field of optometry. International Journal of Ophthalmology, 2023, 16(9): 1406-1416. https://doi.org/10.18240/ijo.2023.09.06

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Received: 11 April 2023
Accepted: 14 June 2023
Published: 18 September 2023
© 2023 International Journal of Ophthalmology Press

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).