Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy

A. Shanthini,Gunasekaran Manogaran,G. Vadivu

Format
Hardback
Publisher
Springer Verlag, Singapore
Country
Singapore
Published
25 August 2022
Pages
75
ISBN
9789811938764

Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy

A. Shanthini,Gunasekaran Manogaran,G. Vadivu

This book discusses a detailed overview of diabetic retinopathy, symptoms, causes, and screening methodologies. Using a deep convolution neural network and visualizations techniques, this work develops a prognosis system used to automatically detect the diabetic retinopathy disease from captured retina images and help improve the prediction rate of diagnosis. This book gives the readers an understanding of the diabetic retinopathy disease and recognition process that helps to improve the clinical analysis efficiency. It caters to general ophthalmologists and optometrists, diabetologists, and internists who encounter diabetic patients and most prevalent retinal diseases daily.

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