The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review

Artificial intelligence (AI) is a subset of computer science dealing with the development and training of algorithms that try to replicate human intelligence. We report a clinical overview of the basic principles of AI that are fundamental to appreciating its application to ophthalmology practice. H...

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Detalles Bibliográficos
Autores principales: Nuzzi, Raffaele, Boscia, Giacomo, Marolo, Paola, Ricardi, Federico
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8437147/
https://www.ncbi.nlm.nih.gov/pubmed/34527682
http://dx.doi.org/10.3389/fmed.2021.710329
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author Nuzzi, Raffaele
Boscia, Giacomo
Marolo, Paola
Ricardi, Federico
author_facet Nuzzi, Raffaele
Boscia, Giacomo
Marolo, Paola
Ricardi, Federico
author_sort Nuzzi, Raffaele
collection PubMed
description Artificial intelligence (AI) is a subset of computer science dealing with the development and training of algorithms that try to replicate human intelligence. We report a clinical overview of the basic principles of AI that are fundamental to appreciating its application to ophthalmology practice. Here, we review the most common eye diseases, focusing on some of the potential challenges and limitations emerging with the development and application of this new technology into ophthalmology.
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spelling pubmed-84371472021-09-14 The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review Nuzzi, Raffaele Boscia, Giacomo Marolo, Paola Ricardi, Federico Front Med (Lausanne) Medicine Artificial intelligence (AI) is a subset of computer science dealing with the development and training of algorithms that try to replicate human intelligence. We report a clinical overview of the basic principles of AI that are fundamental to appreciating its application to ophthalmology practice. Here, we review the most common eye diseases, focusing on some of the potential challenges and limitations emerging with the development and application of this new technology into ophthalmology. Frontiers Media S.A. 2021-08-30 /pmc/articles/PMC8437147/ /pubmed/34527682 http://dx.doi.org/10.3389/fmed.2021.710329 Text en Copyright © 2021 Nuzzi, Boscia, Marolo and Ricardi. 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 Medicine
Nuzzi, Raffaele
Boscia, Giacomo
Marolo, Paola
Ricardi, Federico
The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title_full The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title_fullStr The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title_full_unstemmed The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title_short The Impact of Artificial Intelligence and Deep Learning in Eye Diseases: A Review
title_sort impact of artificial intelligence and deep learning in eye diseases: a review
topic Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8437147/
https://www.ncbi.nlm.nih.gov/pubmed/34527682
http://dx.doi.org/10.3389/fmed.2021.710329
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