[HTML][HTML] Deep learning for diabetic retinopathy detection and classification based on fundus images: A review

N Tsiknakis, D Theodoropoulos, G Manikis… - Computers in biology …, 2021 - Elsevier
Diabetic Retinopathy is a retina disease caused by diabetes mellitus and it is the leading
cause of blindness globally. Early detection and treatment are necessary in order to delay or …

A hybrid convolutional neural network model for automatic diabetic retinopathy classification from fundus images

G Ali, A Dastgir, MW Iqbal, M Anwar… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Objective: Diabetic Retinopathy (DR) is a retinal disease that can cause damage to blood
vessels in the eye, that is the major cause of impaired vision or blindness, if not treated early …

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 …

Fundus photograph-based deep learning algorithms in detecting diabetic retinopathy

R Raman, S Srinivasan, S Virmani, S Sivaprasad… - Eye, 2019 - nature.com
Remarkable advances in biomedical research have led to the generation of large amounts
of data. Using artificial intelligence, it has become possible to extract meaningful information …

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 …

Diabetic retinopathy detection using deep learning methods

S Suganyadevi, K Renukadevi… - 2022 first …, 2022 - ieeexplore.ieee.org
Diabetes mellitus causes diabetic retinopathy (DR), which is the primary source of blindness
worldwide. Initial identification and cure are required to postpone or avert visual degradation …

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 …

Deep learning techniques for diabetic retinopathy classification: A survey

MZ Atwany, AH Sahyoun, M Yaqub - IEEE Access, 2022 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a degenerative disease that impacts the eyes and is a
consequence of Diabetes mellitus, where high blood glucose levels induce lesions on the …

Deep learning based computer-aided diagnosis systems for diabetic retinopathy: A survey

N Asiri, M Hussain, F Al Adel, N Alzaidi - Artificial intelligence in medicine, 2019 - Elsevier
Diabetic retinopathy (DR) results in vision loss if not treated early. A computer-aided
diagnosis (CAD) system based on retinal fundus images is an efficient and effective method …

Detection of diabetic retinopathy using convolutional neural networks for feature extraction and classification (DRFEC)

D Das, SK Biswas, S Bandyopadhyay - Multimedia tools and applications, 2023 - Springer
Diabetic Retinopathy (DR) is caused as a result of Diabetes Mellitus which causes
development of various retinal abrasions in the human retina. These lesions cause …