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Deep Learning Approach to Diabetic Retinopathy Detection [PDF]
International Conference on Pattern Recognition Applications and Methods, 2020 Diabetic retinopathy is one of the most threatening complications of diabetes that leads to permanent blindness if left untreated. One of the essential challenges is early detection, which is very important for treatment success. Unfortunately, the exact
B. Tymchenko +2 more
semanticscholar +1 more source
BMC Public Health, 2018 Background Diabetic retinopathy is the leading cause of blindness in economically active populations. The aims of this study were to estimate the prevalence and to identify risk factors for diabetic retinopathy in patients with type 1 diabetes in Brazil.
Laura Gomes Nunes Melo +11 more
doaj +1 more source
Nature Reviews Disease Primers, 2016 Diabetic retinopathy (DR) is a common complication of diabetes mellitus and is a major cause of vision loss in middle-aged and elderly people. One-third of people with diabetes have DR. Severe stages of DR include proliferative DR, caused by the abnormal growth of new retinal blood vessels, and diabetic macular oedema, in which there is exudation and ...
Wong, Tien Y +4 more
openaire +5 more sources
Diabetic Retinopathy Detection
International Journal of Engineering and Advanced Technology, 2020 Diabetic retinopathy is becoming a more prevalent disease in diabetic patients nowadays. The surprising fact about the disease is it leaves no symptoms at the beginning stage and the patient can realize the disease only when his vision starts to fall. If
Aakash Sinha +2 more
semanticscholar +1 more source
Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs [PDF]
, 2018 Replication studies are essential for validation of new methods, and are crucial to maintain the high standards of scientific publications, and to use the results in practice.
Bongo, Lars Ailo +2 more
core +3 more sources
Mass spectrometry in ocular drug research
Mass Spectrometry Reviews, EarlyView., 2023 Abstract Mass spectrometry (MS) has been proven as an excellent tool in ocular drug research allowing analyzes from small samples and low concentrations. This review begins with a short introduction to eye physiology and ocular pharmacokinetics and the relevance of advancing ophthalmic treatments.
Eva M. del Amo +6 more
wiley +1 more source
Correlation of C-reactive protein and BMI with severity of diabetic retinopathy
Asian Journal of Medical Sciences, 2022 Background: Diabetic retinopathy is one of the complications of diabetes mellitus (DM). The pathogenesis has been attributed to be due to inflammation recently. Similarly, obesity has been found to be risk factor for diabetic retinopathy.
Naveen Nishal G +3 more
doaj +1 more source
Update in the epidemiology, risk factors, screening, and treatment of diabetic retinopathy
Journal of Diabetes Investigation, 2020 Despite progress in the treatment of diabetic macular edema and diabetic retinopathy, the rate of lower fundus examination due to limitations of medical resources delays the diagnosis and treatment of diabetic retinopathy.
K. Lin +4 more
semanticscholar +1 more source
JAMA ophthalmology, 2021 Key Points Question Does treatment of moderately severe to severe nonproliferative diabetic retinopathy (NPDR) with intravitreal aflibercept injections result in 2-step or greater improvement on the Diabetic Retinopathy Severity Scale in more eyes, fewer
David M. Brown +14 more
semanticscholar +1 more source
The Effect of Bariatric Surgery on Diabetic Retinopathy: Good, Bad, or Both? [PDF]
, 2016 Bariatric surgery, initially intended as a weight-loss procedure, is superior to standard lifestyle intervention and pharmacological therapy for type 2 diabetes in obese individuals.
Docherty, NG, Gorman, DM, Le Roux, CW
core +3 more sources