Research Article
Multiscale High-Level Feature Fusion for Histopathological Image Classification
Table 1
The configuration of the coding network.
| Type | Kernel size/strid | Output size |
| Convolution | 7 × 7 × 3/1 | 134 × 134 × 32 | Convolution | 7 × 7 × 32/1 | 128 × 128 × 32 | Max pool | 5 × 5/2 | 62 × 62 × 32 | Convolution | 9 × 9 × 32/1 | 54 × 54 × 64 | Max pool | 5 × 5/2 | 25 × 25 × 64 | Convolution | 7 × 7 × 64/1 | 19 × 19 × 64 | Convolution | 7 × 7 × 64/1 | 13 × 13 × 128 | Max pool | 6 × 6/2 | 4 × 4 × 128 | Convolution | 4 × 4 × 128/1 | 1 × 1 × 256 | Full-connection | 1 × 1 × 256/1 | 1 × 1 × 256 | Softmax layer | | 1 × 1 × 6 |
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