Table 1 Convolutional neural network model settings for single channel input
From: Improved computer-aided detection of pulmonary nodules via deep learning in the sinogram domain
Layer | Parameters |
|---|---|
L1 | Conv, 7 × 7, 32, LeakyReLU |
L2 | Maxpooling, 2 × 2, stride 2 |
L3 | Conv, 5 × 5, 64, LeakyReLU |
L4 | Maxpooling, 2 × 2, stride 2 |
L5 | Fully-Connected,1000, LeakyReLU |
L6 | Fully-Connected,2, Softmax |