Deep learning on fundus images detects glaucoma beyond the optic disc

Although unprecedented sensitivity and specificity values are reported, recent glaucoma detection deep learning models lack in decision transparency. Here, we propose a methodology that advances explainable deep learning in the field of glaucoma detection and vertical cup-disc ratio (VCDR), an impor...

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Detalles Bibliográficos
Autores principales: Hemelings, Ruben, Elen, Bart, Barbosa-Breda, João, Blaschko, Matthew B., De Boever, Patrick, Stalmans, Ingeborg
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514536/
https://www.ncbi.nlm.nih.gov/pubmed/34645908
http://dx.doi.org/10.1038/s41598-021-99605-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8514536/
https://www.ncbi.nlm.nih.gov/pubmed/34645908
http://dx.doi.org/10.1038/s41598-021-99605-1

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