Diabetic Retinopathy Detection Using Convolutional Neural Network

Y Wankhede, P Shinde, S Naik, R Raut… - 2023 7th International …, 2023 - ieeexplore.ieee.org
In persons with diabetes, diabetic retinopathy (DR), a serious eye condition, can cause
blindness. Improved patient outcomes and the prevention of vision loss are possible with …

Diabetic Retinopathy Detection using Deep Learning Model ResNet15

BK Rai, H Ojha, I Srivastava - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Diabetic Retinopathy stands out as one of the common retinal diseases which has a
significant threat to vision and can lead to blindness. Several problems occurred due to DR …

An Enhanced Approach for Detecting and Classifying the Diabetic Retinopathy by Utilizing an Optimized Convolutional Neural Network

N Mahender, S Padmaja… - 2023 International …, 2023 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a condition that develops due to diabetes-related harm to the
retina. It affects a significant ratio, around 80 percent, of individuals who have had diabetes …

Application of Convolutional Neural Networks for Automated Diabetic Retinopathy Detection from Retinal Images

ZBT Baig, X Han, M Azam, R Ahmad… - … on Engineering and …, 2023 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a debilitating consequence of diabetes that leads to blindness
if not diagnosed in its early stages. With the surge of deep learning methodologies …

Detection of diabetic retinopathy using convolution neural network

KS Swarnalatha, UA Nayak, NA Benny… - Emerging Research in …, 2022 - Springer
Diabetic retinopathy (DR) is a disease caused due to long-term diabetes resulting in eye
problems. As this disease develops and progresses, it causes damages in the retina which …

A Review on CNN-based Approaches for Diabetic Retinopathy

S Maisea, R Kumar, J Ali - 2023 Global Conference on …, 2023 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is an illness that has the potential to cause vision impairment in
people who are diabetic by affecting the retina's blood vessels. The identification of DR …

Diabetic retinopathy detection using convolutional neural network: A comparative study on different architectures

T Hattiya, K Dittakan, S Musikasuwan - Engineering Access, 2021 - ph02.tci-thaijo.org
Diabetic retinopathy (DR) is a diabetes complication affects the eyes. The patients who lack
treatments may be affected to the visual such as no clear vision, bleeding, or blindness. The …

Detection of diabetic retinopathy (DR) using convolutional neural network (CNN) and multiple classifier techniques in machine learning

UA Patil, SJ Wagh - Handbook of Research on Applied Intelligence …, 2022 - igi-global.com
The medical industry has advanced in a manner where high end technologies are used for
early detection and analysis of diseases that are hard to encounter with normal procedures …

Deep DR: detection of diabetic retinopathy using a convolutional neural network

N Nasir, P Oswald, O Alshaltone… - 2022 Advances in …, 2022 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a consequence of diabetes that affects the back of the eye due
to excessive blood sugar levels. If left misdiagnosed and untreated, it might result in …

Detection of diabetic retinopathy based on convolutional neural networks: a review

HR Ismael, AM Abdulazeez… - Asian Journal of …, 2021 - journal.251news.co.in
A major cause of human vision loss worldwide is Diabetic retinopathy (DR). The disease
requires early screening for slowing down the progress. However, in low-resource settings …