Blood vessel segmentation in retinal fundus images using Gabor filters, fractional derivatives, and Expectation Maximization

H Aguirre-Ramos, JG Avina-Cervantes… - Applied Mathematics …, 2018 - Elsevier
In recent decades, the eye diseases have become the leading causes of blindness in young
adults. Most of the cases can be prevented if detected in the early stages. For instance, the …

Diagnosis of diabetic retinopathy using morphological process and SVM classifier

M Gandhi, R Dhanasekaran - 2013 international conference on …, 2013 - ieeexplore.ieee.org
Diabetic Retinopathy (DR), the most common eye disease of the diabetic patients, occurs
when small blood vessels gets damaged in the retina, due to high glucose level. It affects …

Prediction of retinopathy in diabetic patients using type-2 fuzzy regression model

NS Bajestani, AV Kamyad, EN Esfahani… - European Journal of …, 2018 - Elsevier
Due to the small sample size of data available in medical research and the levels of
uncertainty and ambiguity associated with medical data, some researchers have employed …

Detection of hard exudates from diabetic retinopathy images using fuzzy logic

NG Ranamuka, RGN Meegama - IET image processing, 2013 - Wiley Online Library
Diabetic retinopathy (DR), that affects the blood vessels of the human retina, is considered to
be the most serious complication prevalent among diabetic patients. If detected successfully …

RETRACTED ARTICLE: Fundus image lesion detection algorithm for diabetic retinopathy screening

J Kanimozhi, P Vasuki, SMM Roomi - Journal of Ambient Intelligence and …, 2021 - Springer
An eye disease that damages the retina of diabetic patients is known as diabetic retinopathy
(DR). The severity of the disease is found by different lesions such as hemorrhages …

Detection of exudates in diabetic retinopathy: a review

SE Zohora, S Chakraborty, AM Khan… - 2016 International …, 2016 - ieeexplore.ieee.org
Diabetic Retinopathy is a progressive eye diseases that causes changes in the blood
vessels of the retina which may cause blindness if not prevented and treated at early stage …

Detection of diabetic retinopathy using machine learning algorithm

S Chaudhary, HR Ramya - 2020 IEEE international conference …, 2020 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is an ocular abnormality caused due to diabetes. In this disease
there is a progressive damage to the retina if the high blood glucose levels are not …

Identification of exudates for Diabetic Retinopathy based on morphological process and PNN classifier

G Mahendran, R Dhanasekaran… - … on Communication and …, 2014 - ieeexplore.ieee.org
Diabetic Retinopathy is an ocular systemic disease caused by complication of diabetes. It is
a major cause of blindness in both middle and advanced age group. Earlier detection of …

Nephropathy forecasting in diabetic patients using a GA-based type-2 fuzzy regression model

NS Bajestani, AV Kamyad, EN Esfahani… - Biocybernetics and …, 2017 - Elsevier
Choosing a proper method to predict and timely prevent the complications of diabetes could
be considered a significant step toward optimally controlling the disease. Since in medical …

A web-based platform for automated diabetic retinopathy screening

JT Arenas-Cavalli, SA Ríos, M Pola… - Procedia Computer …, 2015 - Elsevier
Diabetic patients are encouraged to undergo frequent retinal examination because of
diabetic retinopathy (DR): the most common cause of blindness in working population. As …