International Research Journal of Engineering Science, Technology and Innovation

Rachit Katiyar

Department of Chemical Engineering, Computer Science Engineering Rajalakshmi Institute of Technology, Chennai, India

Publications

• Review Article   
  Early Screening and Diagnosis of Diabetic Retinopathy
  Author(s): Rachit Katiyar*
  
  This paper aims to review and propose some techniques for the early detection of diabetic retinopathy. Diabetic retinopathy is an eye complication that mostly happens in older age people which are affected with diabetes. Diabetes occurs when there is a high sugar level in our blood. When a person is affected with diabetes then there is a huge chance for diabetic retinopathy. In diabetic retinopathy, light sensitive tissue of the blood vessels at the back side of retina gets affected by diabetes. In reversible Vision loss, blindness may occur when necessary treatment has not been taken on time. Early detection of diabetic retinopathy may lead to stop these complications Various deep learning models have been used to detect the diabetic retinopathy at early stage which are Vgg19, Inception, ResNet50, Vision transformer, AlexNet, DenseNet. In this paper, the author proposes a transfer le.. View More»
  

  Abstract PDF