Diabetic Retinopathy Detection using Deep Learning
Quang H. Nguyen, R. Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua
Abstract
Diabetic Retinopathy (DR) is an eye disease associated with chronic diabetes. DR is the leading cause of blindness among working aged adults around the world and estimated it may affect more than 93 million people. Progression to vision impairment can be slowed or controlled if DR is detected in time, however this can be difficult as the disease often shows few symptoms until it is too late to provide effective treatment.
Topics & Concepts
Diabetic retinopathyBlindnessRetinopathyDiseaseMedicineDiabetes mellitusOptometryOphthalmologyInternal medicineEndocrinologyRetinal Imaging and AnalysisArtificial Intelligence in HealthcareCOVID-19 diagnosis using AI