A global review of publicly available datasets containing fundus images: characteristics, barriers to access, usability, and generalizability

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cris.lastimport.scopus2025-08-30T03:10:17Z
dc.abstract.enThis 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.
dc.affiliationKatedra Informatyki
dc.affiliationWydział Projektowania w Warszawie
dc.contributor.authorKrzywicki, Tomasz
dc.contributor.authorBrona, Piotr
dc.contributor.authorZbrzezny, Agnieszka
dc.contributor.authorGrzybowski, Andrzej
dc.date.access2023-05-21
dc.date.accessioned2025-03-25T07:59:53Z
dc.date.available2025-03-25T07:59:53Z
dc.date.created2023-05-17
dc.date.issued2023-05-21
dc.description.abstract<jats:p>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.</jats:p>
dc.description.accesstimeat_publication
dc.description.issue10
dc.description.physical1-18
dc.description.versionfinal_published
dc.description.volume12
dc.identifier.doi10.3390/jcm12103587
dc.identifier.issn2077-0383
dc.identifier.urihttps://share.swps.edu.pl/handle/swps/1368
dc.identifier.weblinkhttps://www.mdpi.com/2077-0383/12/10/3587
dc.languageen
dc.pbn.affiliationinformatyka
dc.rightsCC-BY
dc.rights.questionYes_rights
dc.share.articleOPEN_JOURNAL
dc.subject.encolor retinal fundus images
dc.subject.enhealth data
dc.subject.enimage datasets
dc.subject.enophthalmic diseases
dc.swps.sciencecloudsend
dc.titleA global review of publicly available datasets containing fundus images: characteristics, barriers to access, usability, and generalizability
dc.title.journalJournal of Clinical Medicine
dc.typeJournalArticle
dspace.entity.typeArticle