Fig. 2.
VAE-SurvNet and CNN-SurvNet structure. Clinical and radiomics features were input to the VAE SurvNet as shown in the left sub-networks. 3D CECT patches were fed into the CNN network as shown in the rightmost sub-network. FC: fully connected, Conv3D: 3D convolutional layer. Numbers in parenthesis represent the kernel dimensions