Detecting Diabetic Retinopathy in Fundus Images using Combined Enhanced Green and Value Planes (CEGVP) with k-NN

• Published in: International journal of advanced computer science & applications Vol. 13; no. 1
• Main Authors: Hardas, Minal, Mathur, Sumit, Bhaskar, Anand
• Format: Journal Article
• Language: English
• Published: West Yorkshire Science and Information (SAI) Organization Limited 2022
• Subjects: Abnormalities; Blood vessels; Classification; Diabetes; Diabetic retinopathy; Exudation; Feature extraction; Hemorrhage; Image enhancement; Medical imaging; Principal components analysis

Diabetic Retinopathy (DR) is a disease that causes damage to the blood vessels of the retina, especially in patients having high uncontrolled blood sugar levels, which may lead to complications in the eyes or loss of vision. Thus, early detection of DR is essential to avoid complete blindness. The a...