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Diabetic retinopathy is one of the serious complications of diabetes, which the leading causes of blindness worldwide, and its irreversibility renders the existing treatment methods unsatisfactory.
Ye Sun+8 more
doaj +1 more source
Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network [PDF]
Diabetic Retinopathy is a global health problem, influences 100 million individuals worldwide, and in the next few decades, these incidences are expected to reach epidemic proportions. Diabetic Retinopathy is a subtle eye disease that can cause sudden, irreversible vision loss. The early-stage Diabetic Retinopathy diagnosis can be challenging for human
arxiv
A Deep Learning Ensemble Approach for Diabetic Retinopathy Detection
Diabetic Retinopathy (DR) is an ophthalmic disease that damages retinal blood vessels. DR causes impaired vision and may even lead to blindness if it is not diagnosed in early stages.
Sehrish Qummar+7 more
semanticscholar +1 more source
Novel imaging biomarkers in diabetic retinopathy and diabetic macular edema
Diabetic retinopathy is one of the major microvascular complications of diabetes mellitus. The most common causes of vision loss in diabetic retinopathy are diabetic macular edema and proliferative diabetic retinopathy.
A. Markan+5 more
semanticscholar +1 more source
ABSTRACT Cystic kidney diseases (CyKD) are a diverse group of disorders affecting more than 1 in 1000 individuals. Over 120 genes are implicated, primarily encoding components of the primary cilium, transcription factors, and morphogens. Prognosis varies greatly by molecular diagnosis. Causal variants are not identified in 10%–60% of individuals due to
Deborah Watson+10 more
wiley +1 more source
Costello Syndrome and Ophthalmologic Issues: Unveiling the Unseen
ABSTRACT Costello syndrome (CS) is an ultra‐rare condition belonging to the RASopathies, a group of disorders characterized by aberrant RAS/MAPK pathway signaling, which is involved in ocular development and in some eye pathologies. However, only a few studies assessing the ophthalmic features of individuals with CS are available.
Sofia Peschiaroli+13 more
wiley +1 more source
Diabetes initiates inflammation that can impair the retinal vasculature, and lead to diabetic retinopathy; one of the leading causes of blindness. Inflammatory pathways have been examined as potential therapeutic targets for diabetic retinopathy, but ...
Scott J. Howell+7 more
doaj +1 more source
Introduction: Research objectives of present study were to examine sex and age-related specifics of diabetic retinopathy according to the therapy approach and duration of diabetes mellitus.
Ana Bardak+6 more
doaj +1 more source
Explainable and Interpretable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning [PDF]
In this paper, we propose an explainable and interpretable diabetic retinopathy (ExplainDR) classification model based on neural-symbolic learning. To gain explainability, a highlevel symbolic representation should be considered in decision making. Specifically, we introduce a human-readable symbolic representation, which follows a taxonomy style of ...
arxiv
Endothelial Dysfunction in Diabetic Retinopathy
Diabetic retinopathy (DR) is a diabetic complication which affects retinal function and results in severe loss of vision and relevant retinal diseases. Retinal vascular dysfunction caused by multifactors, such as advanced glycosylation end products and ...
Fu Gui+4 more
semanticscholar +1 more source