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A computer-aided diagnosis system for detecting various diabetic retinopathy grades based on a hybrid deep learning technique

ABSTRACT: Diabetic retinopathy (DR) is a serious disease that may cause vision loss unawares without any alarm. Therefore, it is essential to scan and audit the DR progress continuously. In this respect, deep learning techniques achieved great success in medical image analysis. Deep convolution neur...

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Detalles Bibliográficos
Autores principales: AbdelMaksoud, Eman, Barakat, Sherif, Elmogy, Mohammed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9225981/
https://www.ncbi.nlm.nih.gov/pubmed/35545738
http://dx.doi.org/10.1007/s11517-022-02564-6