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.