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Deep Learning Techniques For Diabetic Retinopathy Classification: A Survey
IEEE Access, 2022 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 eye retina.
Mohammad Z. Atwany +2 more
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Diabetic retinopathy detection and classification using capsule networks
Complex & Intelligent Systems, 2021 Nowadays, diabetic retinopathy is a prominent reason for blindness among the people who suffer from diabetes. Early and timely detection of this problem is critical for a good prognosis.
G. Kalyani +3 more
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Frontiers in Immunology, 2022 Diabetic retinopathy is one of the most common complications of diabetes mellitus and the leading cause of low vision and blindness worldwide. Mounting evidence demonstrates that inflammation is a key mechanism driving diabetes-associated retinal ...
T. Yue +5 more
semanticscholar +1 more source
Postgraduate Medical Journal, 1984 Involvement of the retinal microvascular vessels is an almost inevitable consequence of long standing diabetes. In the only large scale epidemiology study of a Caucasian population Klein et al. found some degree of retinopathy in up to 97% of patients with insulin dependent diabetes mellitus (IDDM) after about 15 years diabetes duration and in about 60%
openaire +6 more sources
JAMA Network Open, 2021 Key Points Question How does an artificial intelligence (AI) system for autonomous detection of vision-threatening diabetic retinopathy (vtDR) and more than mild diabetic retinopathy (mtmDR) compare with the reading center clinical reference standard ...
E. Ipp +12 more
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Diabetic retinopathy for the non-ophthalmologist.
Clinical medicine (London), 2022 Diabetic retinopathy is a microangiopathy resulting from the chronic effects of diabetes mellitus. Healthcare professionals often work in isolation to deliver highly specialised care efficiently and effectively for people living with diabetes.
T. Fung +3 more
semanticscholar +1 more source
Diabetes Care, 2003 Diabetic retinopathy is the principal cause of irreversible blindness in patients of working age in the industrialized world (1,2). For some types of retinopathy (e.g., proliferative disease), effective treatment in the form of laser photocoagulation has been available for more than 20 years, but many patients seek help too late when treatment is no ...
Donald S, Fong +7 more
openaire +5 more sources
MicroRNAs as biomarkers of diabetic retinopathy and disease progression
Neural Regeneration Research, 2019 Diabetes mellitus, together with its complications, has been increasing in prevalence worldwide. Its complications include cardiovascular disease (e.g., myocardial infarction, stroke), neuropathy, nephropathy, and eye complications (e.g., glaucoma ...
Bridget Martinez, Philip V Peplow
doaj +1 more source
Global Prevalence and Major Risk Factors of Diabetic Retinopathy
Diabetes Care, 2012 OBJECTIVE To examine the global prevalence and major risk factors for diabetic retinopathy (DR) and vision-threatening diabetic retinopathy (VTDR) among people with diabetes. RESEARCH DESIGN AND METHODS A pooled analysis using individual participant data
J. Yau +35 more
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Diabetic Retinopathy: An Overview on Mechanisms, Pathophysiology and Pharmacotherapy
Diabetology, 2022 Diabetes mellitus is one of the most frequently occurring metabolic disorders (DMs), impairing healthy life around the globe, with mild-to-severe secondary complications. DM is associated with secondary complications, including diabetic retinopathy (DR),
Prawej Ansari +7 more
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