Research Article
A Multiscale-Based Adjustable Convolutional Neural Network for Multiple Organ Segmentation
Table 1
The numbers of channels of all layers.
| Layer name | Input channels | Output channels | High frequency | Low frequency | High frequency | Low frequency |
| InConv | 1 | ā | 64 | 64 | DownConv1 | 64 | 64 | 128 | 128 | DownConv2 | 128 | 128 | 256 | 256 | DownConv3 | 256 | 256 | 512 | 512 | DownConv4 | 512 | 512 | 512 | 512 |
| MAM | 512 | 512 | 512 | 512 |
| UpConv1 | 1024 | 1024 | 256 | 256 | UpConv2 | 512 | 512 | 128 | 128 | UpConv3 | 256 | 256 | 64 | 64 | UpConv4 | 128 | 128 | 64 | 64 | OutConv | 64 | 64 | num of classes | ā |
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