[HTML][HTML] A review on exudates detection methods for diabetic retinopathy

S Joshi, PT Karule - Biomedicine & Pharmacotherapy, 2018 - Elsevier
The presence of exudates on the retina is the most characteristic symptom of diabetic
retinopathy. As exudates are among early clinical signs of DR, their detection would be an …

Diabetic retinopathy assessment: Towards an automated system

WMDW Zaki, MA Zulkifley, A Hussain… - … Signal Processing and …, 2016 - Elsevier
The incidence of diabetes and diabetic retinopathy has been shown to be increasing
worldwide. While ophthalmologists struggle to treat this retinopathy, they are also faced with …

A generalized method for the segmentation of exudates from pathological retinal fundus images

J Kaur, D Mittal - Biocybernetics and Biomedical Engineering, 2018 - Elsevier
Diabetic retinopathy, an asymptomatic complication of diabetes, is one of the leading causes
of blindness in the world. The exudates, abnormal leaked fatty deposits on retina, are one of …

Automated detection of exudates and macula for grading of diabetic macular edema

MU Akram, A Tariq, SA Khan, MY Javed - Computer methods and programs …, 2014 - Elsevier
Medical systems based on state of the art image processing and pattern recognition
techniques are very common now a day. These systems are of prime interest to provide …

A novel method for retinal exudate segmentation using signal separation algorithm

E Imani, HR Pourreza - Computer methods and programs in biomedicine, 2016 - Elsevier
Diabetic retinopathy is one of the major causes of blindness in the world. Early diagnosis of
this disease is vital to the prevention of visual loss. The analysis of retinal lesions such as …

[HTML][HTML] Improved multiscale matched filter for retina vessel segmentation using PSO algorithm

KS Sree**i, VK Govindan - Egyptian Informatics Journal, 2015 - Elsevier
The concept of matched filter is widely used in the area of retina vessel segmentation.
Multiscale matched filters have superior performance over single scale filters. The proposed …

Automated detection of dark and bright lesions in retinal images for early detection of diabetic retinopathy

UM Akram, SA Khan - Journal of medical systems, 2012 - Springer
There is an ever-increasing interest in the development of automatic medical diagnosis
systems due to the advancement in computing technology and also to improve the service …

Multi-branching temporal convolutional network with tensor data completion for diabetic retinopathy prediction

Z Wang, S Chen, T Liu, B Yao - IEEE Journal of Biomedical and …, 2024 - ieeexplore.ieee.org
Diabetic retinopathy (DR), a microvascular complication of diabetes, is the leading cause of
vision loss among working-aged adults. However, due to the low compliance rate of DR …

Automated detection and grading of diabetic maculopathy in digital retinal images

A Tariq, MU Akram, A Shaukat, SA Khan - Journal of digital imaging, 2013 - Springer
Diabetic maculopathy is one of the retinal abnormalities in which a diabetic patient suffers
from severe vision loss due to the affected macula. It affects the central vision of the person …

Proposed retinal abnormality detection and classification approach: Computer aided detection for diabetic retinopathy by machine learning approaches

V Raman, P Then, P Sumari - 2016 8th IEEE International …, 2016 - ieeexplore.ieee.org
Diabetes occurs when the pancreas fails to secrete enough insulin, slowly affecting the
retina of the human eye, leading to diabetic retinopathy. The blood vessels in the retina get …