Diagnosis of Diabetic Retinopathy by Computer Vision

Applications of Computer Vision in Medical Image Processing

Volume

Papers from the 1994 AAAI Spring Symposium

Contents

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 photography) in American Indians in Oklahoma was conducted by Kelly West [1] and Elisa Lee [2] over a period of 30 years (1972-1992) involving 1,012 Indians. 1.n this study 824 fundus photographs were taken from the subjects and manually examined and graded.