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Ophthalmologist-Level Classification of Fundus Disease With Deep Neural Networks

PURPOSE: To implement the classification of fundus diseases using deep convolutional neural networks (CNN), which is trained end-to-end from fundus images directly, the only input are pixels and disease labels, and the output is a probability distribution of a fundus image belonging to 18 fundus dis...

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Detalles Bibliográficos
Autores principales: Jiang, Ping, Dou, Quansheng, Shi, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7424930/
https://www.ncbi.nlm.nih.gov/pubmed/32855843
http://dx.doi.org/10.1167/tvst.9.2.39