Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy

£89.50

Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy

Ophthalmology Biomedical engineering Electronics engineering Artificial intelligence Digital signal processing (DSP)

Authors: A. Shanthini, Gunasekaran Manogaran, G. Vadivu

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Collection: Series in BioEngineering

Language: English

Published by: Springer

Published on: 23rd August 2022

Format: LCP-protected ePub

Size: 11 Mb

ISBN: 9789811938771


Overview

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.

Intended Audience

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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