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Automated Detection of Diabetic Retinopathy using Deep Learning

Diabetic retinopathy is a leading cause of blindness among working-age adults. Early detection of this condition is critical for good prognosis. In this paper, we demonstrate the use of convolutional neural networks (CNNs) on color fundus images for the recognition task of diabetic retinopathy stagi...

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Detalles Bibliográficos
Autores principales: Lam, Carson, Yi, Darvin, Guo, Margaret, Lindsey, Tony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5961805/
https://www.ncbi.nlm.nih.gov/pubmed/29888061