Evolutionary-Driven Convolutional Deep Belief Network for the Classification of Macular Edema in Retinal Fundus Images

Evolutionary-Driven Convolutional Deep Belief Network for the Classification of Macular Edema in Retinal Fundus Images

Early detection of diabetic retinopathy is critical for preserving vision in diabetic patients. The classification of lesions in Retinal fundus images, particularly macular edema, is an essential diagnostic tool, yet it presents a significant learning curve for both novice and experienced ophthalmol...

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Bibliographic Details
Main Authors: Rafael A. García-Ramírez, Ivan Cruz-Aceves, Arturo Hernández-Aguirre, Gloria P. Trujillo-Sánchez, Martha A. Hernandez-González
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Journal of Imaging
Subjects:
automatic classification
convolutional deep belief network
macular edema
hard exudates
microhemorrhages
genetic algorithm
Online Access:https://www.mdpi.com/2313-433X/11/4/123
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