An advanced deep neural network for fundus image analysis and enhancing diabetic retinopathy detection

An advanced deep neural network for fundus image analysis and enhancing diabetic retinopathy detection

Diabetic retinopathy (DR) involves retina damage due to diabetes, often leading to blindness. It is diagnosed via color fundus injections, but the manual analysis is cumbersome and error-prone. While computer vision techniques can predict DR stages, they are computationally intensive and struggle wi...

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Bibliographic Details
Main Authors: F M Javed Mehedi Shamrat, Rashiduzzaman Shakil, Sharmin, Nazmul Hoque ovy, Bonna Akter, Md Zunayed Ahmed, Kawsar Ahmed, Francis M. Bui, Mohammad Ali Moni
Format: Article
Language:English
Published: Elsevier 2024-06-01
Series:Healthcare Analytics
Subjects:
Convolutional neural network
Diabetic retinopathy network
Diagnostic analytics
Classification
Feature map
Online Access:http://www.sciencedirect.com/science/article/pii/S2772442524000054

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