Deep Convolutional Neural Network for The Prognosis of Diabetic Retinopathy

Introduction.- Chapter 1 - Background of diabetic retinopathy.- Chapter 2 - Classification of diabetic retinopathy.- Chapter 3 - Deep convolutional neural network architecture.- Chapter 4 - Deep convolutional neural network applications and visualization tools.- Chapter 5 - Multi-platform deployment for prognosis system.- Chapter 6 - Case Studies for diabetic retinopathy with a deep learning system.

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• Processamento de sinais
• Engenharia electrónica
• Engenharia biomédica
• Oftalmologia
• Inteligência artificial

Diabetic Retinopathy (DR);Optical Coherence Tomography (OCT);Non Proliferative Diabetic Retinopathy (NDPR);Fundus Fluorescein Angiography;Fully Convolutional Neural Network;Deep Learning;Neural Network;Face Recognition;Semantic Segmentation;Prognosis System