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Multi-task deep learning for glaucoma detection from color fundus images

Glaucoma is an eye condition that leads to loss of vision and blindness if not diagnosed in time. Diagnosis requires human experts to estimate in a limited time subtle changes in the shape of the optic disc from retinal fundus images. Deep learning methods have been satisfactory in classifying and s...

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Detalles Bibliográficos
Autores principales: Pascal, Lucas, Perdomo, Oscar J., Bost, Xavier, Huet, Benoit, Otálora, Sebastian, Zuluaga, Maria A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9300731/
https://www.ncbi.nlm.nih.gov/pubmed/35858986
http://dx.doi.org/10.1038/s41598-022-16262-8