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Dual Branch Deep Learning Network for Detection and Stage Grading of Diabetic Retinopathy [PDF]
, 2023 Diabetic retinopathy is a severe complication of diabetes that can lead to permanent blindness if not treated promptly. Early and accurate diagnosis of the disease is essential for successful treatment. This paper introduces a deep learning method for the detection and stage grading of diabetic retinopathy, using a single fundus retinal image.
arxiv +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
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
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
Laser Therapy in the Treatment of Diabetic Retinopathy and Diabetic Macular Edema
Current Diabetes Reports, 2021 Purpose of Review This review highlights indications and evidence on laser therapy in the management of diabetic retinopathy and diabetic macular edema.
Lesley A. Everett, Y. Paulus
semanticscholar +1 more source
Asian Journal of Medical Sciences, 2015 Objective: To assess the frequency of diabetic retinopathy (DR) and correlation with HbA1C in newly diagnosed type 2 diabetic patients. Patients and research methods: The study was conducted at a tertiary care medical centre in north india.All ...
Sanjeev Kumar
doaj +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
Detecting diabetic retinopathy severity through fundus images using an ensemble of classifiers [PDF]
arXiv, 2023 Diabetic retinopathy is an ocular condition that affects individuals with diabetes mellitus. It is a common complication of diabetes that can impact the eyes and lead to vision loss. One method for diagnosing diabetic retinopathy is the examination of the fundus of the eye.
arxiv
npj Digital Medicine, 2018 Artificial Intelligence (AI) has long promised to increase healthcare affordability, quality and accessibility but FDA, until recently, had never authorized an autonomous AI diagnostic system.
M. Abràmoff +4 more
semanticscholar +1 more source