Classification of age-related macular degeneration using convolutional-neural-network-based transfer learning.

The experimental results further showed that, after transfer learning, the VGG19, Resnet101, and Resnet50 models with appropriate algorithm hyperparameters had excellent capability and performance in classifying OCT images of AMD and DME.