Exudate Detection in Fundus Images Using Deep Learning Algorithms

T Shanthi, R Anand, BK Pandey, VK Nassa… - … of Research on Thrust …, 2023 - igi-global.com
Diabetic Retinopathy (DR) affects people who have diabetes mellitus for a long period (20
years). It is one of the most common causes of preventable blindness in the world. If not …

Detection of hard exudates in retinal fundus images using deep learning

A Benzamin, C Chakraborty - … & vision (ICIEV) and 2018 2nd …, 2018 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a retinal disorder that affects the people having diabetes
mellitus for a long time (20 years). DR is one of the main reasons for the preventable …

Hard exudates detection for diabetic retinopathy early diagnosis using deep learning

P Leela Jancy, A Lazha, R Prabha, S Sridevi… - … : Proceedings of ICSCN …, 2022 - Springer
Diabetic retinopathy is the complication of the eye caused due to diabetes mellitus. It is
caused due to high glucose level in blood which damages the blood vessels at the back of …

Exudate detection with improved u-net using fundus images

NJ Mohan, R Murugan, T Goel… - 2021 International …, 2021 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a chronic disease leading cause of blindness. One of the
primary symptoms of DR is exudates (EX). The EX is a condition in which proteins, lipids …

Exudate Detection in Diabetic Retinopathy Using Deep Learning Techniques

RG Cincan, D Popescu, L Ichim - 2021 25th International …, 2021 - ieeexplore.ieee.org
In this paper three different types of architectures have been trained and tested to determine
which one of them is more efficient in detecting exudates from retinal images. The database …

[HTML][HTML] Exudate detection in fundus images using deeply-learnable features

P Khojasteh, LAP Júnior, T Carvalho… - Computers in biology …, 2019 - Elsevier
Presence of exudates on a retina is an early sign of diabetic retinopathy, and automatic
detection of these can improve the diagnosis of the disease. Convolutional Neural Networks …

Exudate detection for diabetic retinopathy using pretrained convolutional neural networks

M Mateen, J Wen, N Nasrullah, S Sun, S Hayat - Complexity, 2020 - Wiley Online Library
In the field of ophthalmology, diabetic retinopathy (DR) is a major cause of blindness. DR is
based on retinal lesions including exudate. Exudates have been found to be one of the …

Detection of exudates in fundus photographs with imbalanced learning using conditional generative adversarial network

R Zheng, L Liu, S Zhang, C Zheng, F Bunyak… - Biomedical optics …, 2018 - opg.optica.org
Diabetic retinopathy (DR) is a leading cause of blindness worldwide. However, 90% of DR
caused blindness can be prevented if diagnosed and intervened early. Retinal exudates can …

Detection of hard exudates using evolutionary feature selection in retinal fundus images

AB Kadan, PS Subbian - Journal of Medical Systems, 2019 - Springer
It is one of the most vital symptoms of DR (diabetic retinopathy) called hard exudates (HE),
which are the leakage of cellular debris and lipoprotein from damaged blood vessels of …

Exudate detection in fundus images via convolutional neural network

G Li, S Zheng, X Li - Digital TV and Wireless Multimedia Communication …, 2018 - Springer
Exudate detection in fundus images is an important task for the screening of people with
diabetic retinopathy. In this paper, Convolutional Neural Network (CNN) is used to detect the …