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...

Full description

Bibliographic Details

Published in:	Frontiers in computer science (Lausanne) Vol. 5
Main Authors:	Elkholy, Mohamed, Marzouk, Marwa A.
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 18.01.2024
Subjects:	artificial intelligence CNN convolution layer deep learning eye diseases OCT images
ISSN:	2624-9898, 2624-9898
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!