Recent development on detection methods for the diagnosis of diabetic retinopathy

I Qureshi, J Ma, Q Abbas - Symmetry, 2019 - mdpi.com
Diabetic retinopathy (DR) is a complication of diabetes that exists throughout the world. DR
occurs due to a high ratio of glucose in the blood, which causes alterations in the retinal …

Classification of diabetic retinopathy and normal retinal images using CNN and SVM

DUN Qomariah, H Tjandrasa… - 2019 12th International …, 2019 - ieeexplore.ieee.org
Diabetic retinopathy is a disease caused by chronic diabetes and can cause blindness.
Therefore early detection of diabetic retinopathy is essential to prevent the increased …

Finding correlation between diabetic retinopathy and diabetes during pregnancy based on computer-aided diagnosis: a review

D Ghosh, K Chowdhury, S Muhuri - Multimedia Tools and Applications, 2024 - Springer
Diabetic retinopathy (DR) is a condition that damages the retina in people with diabetes and
can lead to vision loss. It can be detected by observing the morphological changes in the …

Detection and diabetic retinopathy grading using digital retinal images

A Malhi, R Grewal, HS Pannu - International Journal of Intelligent Robotics …, 2023 - Springer
Diabetic Retinopathy is an eye disorder that affects people suffering from diabetes. Higher
sugar levels in blood leads to damage of blood vessels in eyes and may even cause …

Design new wavelet filter for detection and grading of non-proliferative diabetic retinopathy lesions

Y Rajput, SA Hannan, D Patil, R Manza - Recent Trends in Image …, 2021 - Springer
WHO projects that diabetes will be the 7 th major cause leading death in 2030. Diabetic
Retinopathy caused by leakage of blood or fluid from the retinal blood vessels and it will …

[PDF][PDF] Severity classification of non-proliferative diabetic retinopathy using convolutional support vector machine

RE Putra, H Tjandrasa, N Suciati - International Journal of Intelligent …, 2020 - academia.edu
Diabetic retinopathy is the principle disease that can make blindness. The early stage of
diabetic retinopathy is Non-Proliferative Diabetic Retinopathy, which is splitted into three …

Pre-diagnosis of diabetic retinopathy using blob detection

MM Dharmana, MS Aiswarya - 2020 Second International …, 2020 - ieeexplore.ieee.org
Diabetic retinopathy is an ailment that harms to the retina because of diabetes mellitus.
Starting at now, diagnosing DR is tedious and it is a manual procedure that requires a …

Prevalence of peripheral retinal findings in retinal patients using ultra-widefield pseudocolor fundus imaging

P Sharma, I Shareef, FGP Kalaw, RN Kako, A Lin… - Scientific Reports, 2023 - nature.com
Ultra-widefield retinal imaging is increasingly used in ophthalmology and optometry
practices to image patients identifying peripheral abnormalities. However, the clinical …

Automated classification of exudates from digital fundus images

RS Rekhi, A Issac, MK Dutta… - … and workshop on …, 2017 - ieeexplore.ieee.org
Diabetic Retinopathy and Diabetic Macular Edema are diseases that affect vision and
eventually may lead to blindness. Early detection is a must to prevent the progression of the …

Filter and fuzzy c means based feature extraction and classification of diabetic retinopathy using support vector machines

A Roy, D Dutta, P Bhattacharya… - … on Communication and …, 2017 - ieeexplore.ieee.org
Diabetic Retinopathy, one of the most common diseases occurring in diabetic patients
results in partial or complete vision loss. So, its early detection is needed and needs to be …