Diabetic Retinopathy Detection from Fundus Images Using Machine Learning Techniques : A Review

• Published in: Wireless personal communications Vol. 121; no. 3; pp. 2199 - 2212
• Main Authors: Kadan, Anoop Balakrishnan, Subbian, Perumal Sankar
• Format: Journal Article
• Language: English
• Published: New York Springer US 2021; Springer Nature B.V
• Subjects: Algorithms; Blindness; Communications Engineering; Computer Communication Networks; Diabetes; Diabetic retinopathy; Engineering; Exudation; Machine learning; Networks; Signal,Image and Speech Processing; Exudates; Diabetic retinopathy; CNN; SVM; Neural networks; Machine learning

Diabetic retinopathy is one of the leading causes of blindness in today’s world. One of the major causes of Diabetic retinopathy is diabetes and also this occurs due to hereditary reasons. DR is classified into proliferative, non-proliferative and diabetic maculopathy. This paper approaches to one o...