Figure 1.

Simplified structural flowchart of convolutional neural network architecture for staging liver fibrosis. After repeatedly convoluting and pooling the input layer images, the extracted high-dimensional manageable features are fed into the fully connected layer and the classification task is performed by expressing the class probabilities through the output layer.