A global review of publicly available datasets containing fundus images: characteristics, barriers to access, usability, and generalizability
A global review of publicly available datasets containing fundus images: characteristics, barriers to access, usability, and generalizability
StatusVoR
Alternative title
Authors
Krzywicki, Tomasz
Brona, Piotr
Zbrzezny, Agnieszka
Grzybowski, Andrzej
Monograph
Monograph (alternative title)
Date
2023-05-21
Publisher
Journal title
Journal of Clinical Medicine
Issue
10
Volume
12
Pages
Pages
1-18
ISSN
2077-0383
ISSN of series
Access date
2023-05-21
Abstract PL
Abstract EN
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.
Abstract other
Keywords PL
Keywords EN
color retinal fundus images
health data
image datasets
ophthalmic diseases
health data
image datasets
ophthalmic diseases