Deep learning techniques for diabetic retinopathy classification: A survey

MZ Atwany, AH Sahyoun, M Yaqub - IEEE Access, 2022 - ieeexplore.ieee.org
Diabetic Retinopathy (DR) is a degenerative disease that impacts the eyes and is a
consequence of Diabetes mellitus, where high blood glucose levels induce lesions on the …

[HTML][HTML] A broad study of machine learning and deep learning techniques for diabetic retinopathy based on feature extraction, detection and classification

K Sangeetha, K Valarmathi, T Kalaichelvi… - Measurement …, 2023 - Elsevier
Diabetic Retinopathy (DR) is a micro vasculardisorder that affects the eyes and is a long
term effectofDiabetesmellitus. The likelihood to develop diabetic retinopathy is directly …

A Deep Learning-Based Approach for Detecting Diabetic Retinopathy in Retina Images

S Das, A Lasker, M Ghosh… - Internet of Things …, 2024 - taylorfrancis.com
Diabetic retinopathy (DR) manifests as a detrimental condition associated with diabetes
mellitus, affecting the retina, leading to irreversible harm and potentially resulting in vision …

An efficient explainable deep neural network classifier for diabetic retinopathy detection

O Mecili, H Barkat, F Nouioua, A Attia… - International Journal of …, 2024 - Taylor & Francis
Early detection of Diabetic Retinopathy (DR) is crucial for effective intervention, particularly
given its often asymptomatic nature in initial stages. Automated detection systems offer …

Severity detection of diabetic retinopathy—a review

M Gargi, A Namburu - International Journal of Image and Graphics, 2024 - World Scientific
Diabetic Retinopathy (DR) refers to a micro-vascular complication causing vision problems
in diabetic patients. It is a serious global public health issue that damages the retinal blood …

Efficient Machine Learning Approach for Diabetes Mellitus Disease Prediction

M Oualid, B Hadj, F Nouioua, A Attia… - 2024 6th International …, 2024 - ieeexplore.ieee.org
Diabetes mellitus, a widely recognized chronic disease often termed a silent killer, disrupts
insulin production, leading to elevated blood sugar levels and complications affecting …

Prediction Of Diabetic Retinopathy Using Weighted Fusion Deep Learning Model.

S Dasari, B Poonguzhali… - Journal of Advanced …, 2023 - search.ebscohost.com
Diabetes arises from consistently elevated blood glucose levels, which can lead to vascular
complications and vision loss. Timely diagnosis signifies a crucial role in minimizing risk of …

Identification of Retinal Fundus in Diabetic Patients Using Deep Learning Algorithms

V Sukhavasi, D Yeluri - … Conference on Machine Learning and Big Data …, 2023 - Springer
Diabetic retinopathy (DR) is a complication of diabetes that causes retinal changes that
affect vision. If not caught early, it can lead to blindness. Unfortunately, DR is not a reversible …

Deep Learning for Retinal Disease Detection Surveys

M Kashmoola - AL-Rafidain Journal of Computer …, 2022 - csmj.mosuljournals.com
Retinal image analysis is crucial for The classification of retinal diseases such as “Age
Related Macular Degeneration (AMD)”,“Diabetic Retinopathy (DR)”,“Retinoblastoma”,“ …

[PDF][PDF] Retinal Disease Prediction Using Deep Convolutional Neural Networks.

A Shah - International Journal of High School …, 2024 - terra-docs.s3.us-east-2.amazonaws …
Retinal diseases can cause damage to the retina and begin to develop without presenting
symptoms, and by the time symptoms are apparent, vision is permanently damaged. The …