Research Article
Medical Image Classification Based on Information Interaction Perception Mechanism
Table 1
The structure of IIP-Net.
| Conv7-64, stride:2 | 3 × 3Maxpool, stride:2 |
| Conv1-64 | ×2 | Conv1-64 | ×2 | Conv1-64 | ×2 | Conv3-64 | Conv3-64 | Conv3-64 | Conv1-256 | Conv1-256 | Conv1-256 |
| CIIP-256 | Conv1-128 | ×3 | Conv1-128 | ×3 | Conv1-128 | ×7 | Conv3-128 | Conv3-128 | Conv3-128 | Conv1-512 | Conv1-512 | Conv1-512 |
| CIIP-512 | Conv1-256 | ×5 | Conv1-256 | ×22 | Conv1-256 | ×35 | Conv3-256 | Conv3-256 | Conv3-256 | Conv1-1024 | Conv1-1024 | Conv1-1024 |
| CIIP-1024 | Conv1-512 | ×3 | Conv1-512 | ×3 | Conv1-512 | ×3 | Conv3-512 | Conv3-512 | Conv3-512 | Conv1-2048 | Conv1-2048 | Conv1-2048 |
| GAP-FC | Softmax |
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