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 …

A review on recent developments for detection of diabetic retinopathy

J Amin, M Sharif, M Yasmin - Scientifica, 2016 - Wiley Online Library
Diabetic retinopathy is caused by the retinal micro vasculature which may be formed as a
result of diabetes mellitus. Blindness may appear as a result of unchecked and severe cases …

An interpretable ensemble deep learning model for diabetic retinopathy disease classification

H Jiang, K Yang, M Gao, D Zhang… - 2019 41st annual …, 2019 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is one kind of eye disease that is caused by overtime diabetes.
Lots of patients around the world suffered from DR which may bring about blindness. Early …

Automated detection of diabetic retinopathy using SVM

EV Carrera, A González… - 2017 IEEE XXIV …, 2017 - ieeexplore.ieee.org
Diabetic retinopathy is a common eye disease in diabetic patients and is the main cause of
blindness in the population. Early detection of diabetic retinopathy protects patients from …

Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach

MRK Mookiah, UR Acharya, RJ Martis, CK Chua… - Knowledge-based …, 2013 - Elsevier
Human eye is one of the most sophisticated organ, with retina, pupil, iris cornea, lens and
optic nerve. Automatic retinal image analysis is emerging as an important screening tool for …

An effective and robust approach based on r-cnn+ lstm model and ncar feature selection for ophthalmological disease detection from fundus images

F Demir, B Taşcı - Journal of Personalized Medicine, 2021 - mdpi.com
Changes in and around anatomical structures such as blood vessels, optic disc, fovea, and
macula can lead to ophthalmological diseases such as diabetic retinopathy, glaucoma, age …

A dashboard-based system for supporting diabetes care

A Dagliati, L Sacchi, V Tibollo, G Cogni… - Journal of the …, 2018 - academic.oup.com
Objective To describe the development, as part of the European Union MOSAIC (Models
and Simulation Techniques for Discovering Diabetes Influence Factors) project, of a …

Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies

JEW Koh, UR Acharya, Y Hagiwara… - Computers in biology …, 2017 - Elsevier
Vision is paramount to humans to lead an active personal and professional life. The
prevalence of ocular diseases is rising, and diseases such as glaucoma, Diabetic …

Fundus retinal image analyses for screening and diagnosing diabetic retinopathy, macular edema, and glaucoma disorders

RJ Chalakkal, WH Abdulla, SC Hong - Diabetes and fundus OCT, 2020 - Elsevier
This chapter shadows light over the fundamental imaging techniques used in the field of
ophthalmology; namely fundus retinal imaging. Since it is a noninvasive way of imaging the …

Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index

UR Acharya, MRK Mookiah, JEW Koh, JH Tan… - Computers in biology …, 2016 - Elsevier
Abstract Posterior Segment Eye Diseases (PSED) namely Diabetic Retinopathy (DR),
glaucoma and Age-related Macular Degeneration (AMD) are the prime causes of vision loss …