Diagnosis of diabetic retinopathy using deep neural networks

Z Gao, J Li, J Guo, Y Chen, Z Yi, J Zhong - IEEE Access, 2018 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a common eye disease and a significant cause of blindness in
diabetic patients. Regular screening with fundus photography and timely intervention is the …

ResNet-34/DR: a residual convolutional neural network for the diagnosis of diabetic retinopathy

NM Almoosawi, RS Khudeyer - Informatica, 2021 - informatica.si
Diabetic retinopathy (DR) is an eye complication associated with diabetes, resulting in
blurred vision or blindness. The early diagnosis and treatment of DR can decrease the risk …

Performance analysis of deep-neural-network-based automatic diagnosis of diabetic retinopathy

H Tariq, M Rashid, A Javed, E Zafar, SS Alotaibi… - Sensors, 2021 - mdpi.com
Diabetic retinopathy (DR) is a human eye disease that affects people who are suffering from
diabetes. It causes damage to their eyes, including vision loss. It is treatable; however, it …

Automated identification of diabetic retinopathy using deep learning

R Gargeya, T Leng - Ophthalmology, 2017 - Elsevier
Purpose Diabetic retinopathy (DR) is one of the leading causes of preventable blindness
globally. Performing retinal screening examinations on all diabetic patients is an unmet …

Computer‐assisted diagnosis for diabetic retinopathy based on fundus images using deep convolutional neural network

YH Li, NN Yeh, SJ Chen… - Mobile Information …, 2019 - Wiley Online Library
Diabetic retinopathy (DR) is a complication of long‐standing diabetes, which is hard to
detect in its early stage because it only shows a few symptoms. Nowadays, the diagnosis of …

A survey on deep-learning-based diabetic retinopathy classification

A Sebastian, O Elharrouss, S Al-Maadeed… - Diagnostics, 2023 - mdpi.com
The number of people who suffer from diabetes in the world has been considerably
increasing recently. It affects people of all ages. People who have had diabetes for a long …

Deep learning based method for computer aided diagnosis of diabetic retinopathy

O Dekhil, A Naglah, M Shaban… - … on Imaging Systems …, 2019 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a retinal disease caused by the high blood sugar levels that
may damage and block the blood vessels feeding the retina. In the early stages of DR, the …

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

T Li, Y Gao, K Wang, S Guo, H Liu, H Kang - Information Sciences, 2019 - Elsevier
Diabetic retinopathy (DR), the leading cause of blindness for working-age adults, is
generally intervened by early screening to reduce vision loss. A series of automated deep …

Automated identification and grading system of diabetic retinopathy using deep neural networks

W Zhang, J Zhong, S Yang, Z Gao, J Hu… - Knowledge-Based …, 2019 - Elsevier
Diabetic retinopathy (DR) is a major cause of human vision loss worldwide. Slowing down
the progress of the disease requires early screening. However, the clinical diagnosis of DR …

Automatic diabetic retinopathy diagnosis using adaptive fine-tuned convolutional neural network

F Saeed, M Hussain, HA Aboalsamh - IEEE Access, 2021 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is a complication of diabetes that leads to blindness. The manual
screening of color fundus images to detect DR at early stages is expensive and time …