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Deep learning techniques for diabetic retinopathy classification: A survey
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 …
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 …
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 …
mellitus, affecting the retina, leading to irreversible harm and potentially resulting in vision …
An efficient explainable deep neural network classifier for diabetic retinopathy detection
Early detection of Diabetic Retinopathy (DR) is crucial for effective intervention, particularly
given its often asymptomatic nature in initial stages. Automated detection systems offer …
given its often asymptomatic nature in initial stages. Automated detection systems offer …
Severity detection of diabetic retinopathy—a review
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 …
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
Diabetes mellitus, a widely recognized chronic disease often termed a silent killer, disrupts
insulin production, leading to elevated blood sugar levels and complications affecting …
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 …
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 …
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”,“ …
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 …
symptoms, and by the time symptoms are apparent, vision is permanently damaged. The …