Computer-aided diagnosis of diabetic retinopathy: A review

MRK Mookiah, UR Acharya, CK Chua, CM Lim… - Computers in biology …, 2013 - Elsevier
Diabetes mellitus may cause alterations in the retinal microvasculature leading to diabetic
retinopathy. Unchecked, advanced diabetic retinopathy may lead to blindness. It can be …

Algorithms for the automated detection of diabetic retinopathy using digital fundus images: a review

O Faust, R Acharya U, EYK Ng, KH Ng… - Journal of medical …, 2012 - Springer
Diabetes is a chronic end organ disease that occurs when the pancreas does not secrete
enough insulin or the body is unable to process it properly. Over time, diabetes affects the …

Image preprocessing in classification and identification of diabetic eye diseases

R Sarki, K Ahmed, H Wang, Y Zhang, J Ma… - Data Science and …, 2021 - Springer
Diabetic eye disease (DED) is a cluster of eye problem that affects diabetic patients.
Identifying DED is a crucial activity in retinal fundus images because early diagnosis and …

Multiscale AM-FM methods for diabetic retinopathy lesion detection

C Agurto, V Murray, E Barriga, S Murillo… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
In this paper, we propose the use of multiscale amplitude-modulation-frequency-modulation
(AM-FM) methods for discriminating between normal and pathological retinal images. The …

Algorithms for digital image processing in diabetic retinopathy

RJ Winder, PJ Morrow, IN McRitchie, JR Bailie… - … medical imaging and …, 2009 - Elsevier
This work examined recent literature on digital image processing in the field of diabetic
retinopathy. Algorithms were categorized into 5 steps (preprocessing; localization and …

Identification of different stages of diabetic retinopathy using retinal optical images

WL Yun, UR Acharya, YV Venkatesh, C Chee… - Information …, 2008 - Elsevier
Diabetes is a disease which occurs when the pancreas does not secrete enough insulin or
the body is unable to process it properly. This disease affects slowly the circulatory system …

[HTML][HTML] Segmentation of the optic disk in color eye fundus images using an adaptive morphological approach

D Welfer, J Scharcanski, CM Kitamura… - Computers in Biology …, 2010 - Elsevier
The identification of some important retinal anatomical regions is a prerequisite for the
computer aided diagnosis of several retinal diseases. In this paper, we propose a new …

An integrated index for the identification of diabetic retinopathy stages using texture parameters

UR Acharya, EYK Ng, JH Tan, SV Sree… - Journal of medical …, 2012 - Springer
Diabetes is a condition of increase in the blood sugar level higher than the normal range.
Prolonged diabetes damages the small blood vessels in the retina resulting in diabetic …

Application of higher order spectra for the identification of diabetes retinopathy stages

R Acharya U, CK Chua, EYK Ng, W Yu… - Journal of medical …, 2008 - Springer
Diabetic retinopathy (DR) is a condition where the retina is damaged due to fluid leaking
from the blood vessels into the retina. In extreme cases, the patient will become blind …

[PDF][PDF] Diagnosis of diabetic retinopathy using machine learning techniques

R Priya, P Aruna - ICTACT Journal on soft computing, 2013 - ictactjournals.in
Diabetic retinopathy (DR) is an eye disease caused by the complication of diabetes and we
should detect it early for effective treatment. As diabetes progresses, the vision of a patient …