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Evaluation of Transfer Learning for Classification of: (1) Diabetic Retinopathy by Digital Fundus Photography and (2) Diabetic Macular Edema, Choroidal Neovascularization and Drusen by Optical Coherence Tomography [PDF]
Deep learning has been successfully applied to a variety of image classification tasks. There has been keen interest to apply deep learning in the medical domain, particularly specialties that heavily utilize imaging, such as ophthalmology. One issue that may hinder application of deep learning to the medical domain is the vast amount of data necessary
arxiv
TREATMENT OF DIABETIC RETINOPATHY BY LIGHT-COAGULATION: A PRELIMINARY STUDY [PDF]
Paul C. Wetzig, James T. Worlton
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Heavy Particles, the Bragg Curve and Suppression of Pituitary Function in Diabetic Retinopathy [PDF]
John H. Lawrence+5 more
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Objective: Diabetic retinopathy is one of the major complications of diabetes. In this study, a diabetic retinopathy risk prediction model integrating machine learning models and SHAP was established to increase the accuracy of risk prediction for ...
Xu Wang+4 more
doaj
Introduction: It seems that improvement in care and new treatment and screening methods along with better control of diabetes mellitus (DM) has led to a change in incidence of diabetic complications, especially diabetic retinopathy .This study was ...
M Rashidi+2 more
doaj
Tram-Line filtering for retinal vessel segmentation [PDF]
The segmentation of the vascular network from retinal fundal images is a fundamental step in the analysis of the retina, and may be used for a number of purposes, including diagnosis of diabetic retinopathy.
Basu, Ansu+4 more
core
Arterial Fluorescein Studies in Diabetic Retinopathy [PDF]
David W. Hill+4 more
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Diabetic Retinopathy Classification from Retinal Images using Machine Learning Approaches [PDF]
Diabetic Retinopathy is one of the most familiar diseases and is a diabetes complication that affects eyes. Initially, diabetic retinopathy may cause no symptoms or only mild vision problems. Eventually, it can cause blindness. So early detection of symptoms could help to avoid blindness.
arxiv
Sequelae to preretinal haemorrhage in proliferative diabetic retinopathy. [PDF]
E Taylor
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