Diabetic Retinopathy Screening Using Computer Vision

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Screening for diabetic retinopathy using computer vision and physiological markers.

BACKGROUND Hyperglycemia and diabetes result in vascular complications, most notably diabetic retinopathy (DR). The prevalence of DR is growing and is a leading cause of blindness and/or visual impairment in developed countries. Current methods of detecting, screening, and monitoring DR are based on subjective human evaluation, which is also slow and time-consuming. As a result, initiation and ...

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Over one-third of adult Native Americans in Oklahoma have noninsulin-dependent diabetes mellitus, and hence this population is at significant risk for diabetic eye disease and subsequent visual impairment. One of the leading causes of the visual impairment is diabetic retinopathy. A large-scale epidemiologic study of diabetes (including diabetic retinopathy through eye examinations and fundus p...

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Improving diabetic retinopathy screening.

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ژورنال

عنوان ژورنال: IFAC Proceedings Volumes

سال: 2009

ISSN: 1474-6670

DOI: 10.3182/20090812-3-dk-2006.0086