Deep learning-based classification of eye diseases using Convolutional Neural Network for OCT images

Deep learning shows promising results in extracting useful information from medical images. The proposed work applies a Convolutional Neural Network (CNN) on retinal images to extract features that allow early detection of ophthalmic diseases. Early disease diagnosis is critical to retinal treatment...

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Vydané v:	Frontiers in computer science (Lausanne) Ročník 5
Hlavní autori:	Elkholy, Mohamed, Marzouk, Marwa A.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Frontiers Media S.A 18.01.2024
Predmet:	artificial intelligence CNN convolution layer deep learning eye diseases OCT images
ISSN:	2624-9898, 2624-9898
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