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The future application of artificial intelligence and telemedicine in the retina: A perspective

The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recen...

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Autores principales: Wu, Chu-Ting, Lin, Ting-Yi, Lin, Cheng-Jun, Hwang, De-Kuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361422/
https://www.ncbi.nlm.nih.gov/pubmed/37484624
http://dx.doi.org/10.4103/tjo.TJO-D-23-00028
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author Wu, Chu-Ting
Lin, Ting-Yi
Lin, Cheng-Jun
Hwang, De-Kuang
author_facet Wu, Chu-Ting
Lin, Ting-Yi
Lin, Cheng-Jun
Hwang, De-Kuang
author_sort Wu, Chu-Ting
collection PubMed
description The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recent years, AI-based image interpretation of optical coherence tomography and fundus photograph in retinal diseases has been extended to diabetic retinopathy, age-related macular degeneration, and retinopathy of prematurity. The rapid development of portable ocular monitoring devices coupled with AI-informed interpretations allows possible home monitoring or remote monitoring of retinal diseases and patients to gain autonomy and responsibility for their conditions. This review discusses the current research and application of AI, telemedicine, and home monitoring devices on retinal disease. Furthermore, we propose a future model of how AI and digital technology could be implemented in retinal diseases.
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spelling pubmed-103614222023-07-22 The future application of artificial intelligence and telemedicine in the retina: A perspective Wu, Chu-Ting Lin, Ting-Yi Lin, Cheng-Jun Hwang, De-Kuang Taiwan J Ophthalmol Review Article The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recent years, AI-based image interpretation of optical coherence tomography and fundus photograph in retinal diseases has been extended to diabetic retinopathy, age-related macular degeneration, and retinopathy of prematurity. The rapid development of portable ocular monitoring devices coupled with AI-informed interpretations allows possible home monitoring or remote monitoring of retinal diseases and patients to gain autonomy and responsibility for their conditions. This review discusses the current research and application of AI, telemedicine, and home monitoring devices on retinal disease. Furthermore, we propose a future model of how AI and digital technology could be implemented in retinal diseases. Wolters Kluwer - Medknow 2023-06-13 /pmc/articles/PMC10361422/ /pubmed/37484624 http://dx.doi.org/10.4103/tjo.TJO-D-23-00028 Text en Copyright: © 2023 Taiwan J Ophthalmol https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Review Article
Wu, Chu-Ting
Lin, Ting-Yi
Lin, Cheng-Jun
Hwang, De-Kuang
The future application of artificial intelligence and telemedicine in the retina: A perspective
title The future application of artificial intelligence and telemedicine in the retina: A perspective
title_full The future application of artificial intelligence and telemedicine in the retina: A perspective
title_fullStr The future application of artificial intelligence and telemedicine in the retina: A perspective
title_full_unstemmed The future application of artificial intelligence and telemedicine in the retina: A perspective
title_short The future application of artificial intelligence and telemedicine in the retina: A perspective
title_sort future application of artificial intelligence and telemedicine in the retina: a perspective
topic Review Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10361422/
https://www.ncbi.nlm.nih.gov/pubmed/37484624
http://dx.doi.org/10.4103/tjo.TJO-D-23-00028
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