A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability

This article provides a comprehensive and up-to-date overview of the repositories that contain color fundus images. We analyzed them regarding availability and legality, presented the datasets’ characteristics, and identified labeled and unlabeled image sets. This study aimed to complete all publicl...

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Detalles Bibliográficos
Autores principales: Krzywicki, Tomasz, Brona, Piotr, Zbrzezny, Agnieszka M., Grzybowski, Andrzej E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10219065/
https://www.ncbi.nlm.nih.gov/pubmed/37240693
http://dx.doi.org/10.3390/jcm12103587
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author Krzywicki, Tomasz
Brona, Piotr
Zbrzezny, Agnieszka M.
Grzybowski, Andrzej E.
author_facet Krzywicki, Tomasz
Brona, Piotr
Zbrzezny, Agnieszka M.
Grzybowski, Andrzej E.
author_sort Krzywicki, Tomasz
collection PubMed
description This article provides a comprehensive and up-to-date overview of the repositories that contain color fundus images. We analyzed them regarding availability and legality, presented the datasets’ characteristics, and identified labeled and unlabeled image sets. This study aimed to complete all publicly available color fundus image datasets to create a central catalog of available color fundus image datasets.
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spelling pubmed-102190652023-05-27 A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability Krzywicki, Tomasz Brona, Piotr Zbrzezny, Agnieszka M. Grzybowski, Andrzej E. J Clin Med Article This article provides a comprehensive and up-to-date overview of the repositories that contain color fundus images. We analyzed them regarding availability and legality, presented the datasets’ characteristics, and identified labeled and unlabeled image sets. This study aimed to complete all publicly available color fundus image datasets to create a central catalog of available color fundus image datasets. MDPI 2023-05-21 /pmc/articles/PMC10219065/ /pubmed/37240693 http://dx.doi.org/10.3390/jcm12103587 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Krzywicki, Tomasz
Brona, Piotr
Zbrzezny, Agnieszka M.
Grzybowski, Andrzej E.
A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title_full A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title_fullStr A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title_full_unstemmed A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title_short A Global Review of Publicly Available Datasets Containing Fundus Images: Characteristics, Barriers to Access, Usability, and Generalizability
title_sort global review of publicly available datasets containing fundus images: characteristics, barriers to access, usability, and generalizability
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10219065/
https://www.ncbi.nlm.nih.gov/pubmed/37240693
http://dx.doi.org/10.3390/jcm12103587
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