Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy (Series in BioEngineering)

By 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. Product Details Publisher ‏ : ‎ Springer; 1st ed. 2023 edition (September 24, 2022) Language ‏ : ‎ English Hardcover ‏ : ‎ 84 pages ISBN-10 ‏ : ‎ 9811938768 ISBN-13 ‏ : ‎ 978-9811938764 ISBN-13 ‏ : ‎ 9789811938764