A Review on Automated Diabetic Retinopathy Detection using Pretrained Deep Neural Network

http://doi.org/10.22214/ijraset.2020.5254

May 2020

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A Review on Automated Diabetic Retinopathy Detection using Pretrained Deep Neural Network

Published on May 21, 2020

According to International Diabetes Federation (IDF) Diabetes Atlas 2017 [ HYPERLINK \l "IDF17" 1 ], more than 425 million people are affected from diabetes. The statistics shows increase of 10 million cases in past two years. As in 2015 it was reported 415 million. The people lived in low and middle income countries are more prone to effect by this disease. The report shows that there will be 629 million people with diabetes in the World in 20452]. The Diabetic Retinopathy (DR) is a medical condition that damage the retina of eye which cause the blindness. With the proper treatment and monitoring of the eyes the new cases of diabetic retinopathy can be reduced up to 90%. The longer a person has diabetic , higher are chances of developing the diabetic retinopathy.

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