Automatic Diabetic Retinopathy Detection Using FCM
Journal Title: International Journal of Engineering and Science Invention - Year 2018, Vol 7, Issue 4
Abstract
Diabetes Is A Chronic Disease That Occurs Due To The Pancreas Does Not Able To Make Insulin. Nowadays Diabetic Retinopathy Is A Common Eye Disease In Diabetic Patients. Diabetic Retinopathy (DR) Is The Leading Cause Of Blindness In The Working-Age Population.Early Detection Of Diabetic Retinopathy Protects Patients From Losing Their Vision. The Risk Of Severe Vision Loss Can Be Significantly Reduced By Timely Diagnosis And Treatment. This Paper Directly Uses Shape, Color, And Domain Knowledge Of Diabetic Retinopathy findings To Detect The Diabetic Retinopathy And Then, The Fuzzy C-Means Clustering Method Has Been Applied To Identify The Exact Region Of The Diabetic Retinopathy. Finally, The Experimental Results Give Promising Outputs As Compared To Previous Existing Methods.
Authors and Affiliations
Lokesh Gowda J, K V Viswanatha
Keywords
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