Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images

Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images

Diabetic Retinopathy (DR) refers to the damages endured by the retina as an effect of diabetes. DR has become a severe health concern worldwide, as the number of diabetes patients is soaring uncountably. Periodic eye examination allows doctors to detect DR in patients at an early stage to initiate p...

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Bibliographic Details
Main Authors: Niloy Sikder, Mehedi Masud, Anupam Kumar Bairagi, Abu Shamim Mohammad Arif, Abdullah-Al Nahid, Hesham A. Alhumyani
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Symmetry
Subjects:
diabetic retinopathy detection
medical image analysis
image histogram
gray-level co-occurrence matrix
genetic algorithm
ensemble learning
Online Access:https://www.mdpi.com/2073-8994/13/4/670

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