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

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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Bibliographic Details
Main Authors: Mohamed Elkholy, Marwa A. Marzouk
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Computer Science
Subjects:
artificial intelligence
CNN
deep learning
OCT images
eye diseases
convolution layer
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2023.1252295/full

Internet

https://www.frontiersin.org/articles/10.3389/fcomp.2023.1252295/full

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