Retinal disease identification using upgraded CLAHE filter and transfer convolution neural network

Retinal disease identification using upgraded CLAHE filter and transfer convolution neural network

Retinal tissue plays a crucial part in human vision. Infections of retinal tissue and delayed treatment or untreated infection could lead to loss of vision. Additionally, the diagnosis is prone to errors when huge dataset is involved. Therefore, a fully automated model of identification of retinal d...

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Bibliographic Details
Main Authors: Sinan S. Mohammed Sheet, Tian-Swee Tan, M.A. As’ari, Wan Hazabbah Wan Hitam, Joyce S.Y. Sia
Format: Article
Language:English
Published: Elsevier 2022-03-01
Series:ICT Express
Subjects:
Retinal disease
Retinal fundus images
Convolution neural network (CNN)
(CLAHE) filter
Online Access:http://www.sciencedirect.com/science/article/pii/S2405959521000564

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