Research Article
Detecting COVID-19 in Chest X-Ray Images via MCFF-Net
| MCFF-Net50 | MCFF-Net66 | MCFF-Net134 | Conv7 × 7-64, stride 2 | 3 × 3 maxpooling, stride 2 |
| Conv3 × 3-64 | ×3 | Conv1 × 1-64 | ×3 | Conv1 × 1-64 | ×3 | Conv3 × 3-64 | Conv3 × 3-64 | Conv3 × 3-64 | PCAF-64 | Conv1 × 1-256 | Conv1 × 1-256 | | PCAF-256 | PCAF-256 | Conv3 × 3-128 | ×4 | Conv1 × 1-128 | ×4 | Conv1 × 1-128 | ×4 | Conv3 × 3-128 | Conv3 × 3-128 | Conv3 × 3-128 | PCAF-128 | Conv1 × 1-512 | Conv1 × 1-512 | | PCAF-512 | PCAF-512 | Conv3 × 3-256 | ×6 | Conv1 × 1-256 | ×6 | Conv1 × 1-256 | ×23 | Conv3 × 3-256 | Conv3 × 3-256 | Conv3 × 3-256 | PCAF-256 | Conv1×1-1024 | Conv1×1-1024 | | PCAF-1024 | PCAF-1024 | Conv3 × 3-512 | ×3 | Conv1 × 1-512 | ×3 | Conv1 × 1-512 | ×3 | Conv3 × 3-512 | Conv3 × 3-512 | Conv3 × 3-512 | PCAF-512 | Conv1 × 1-2048 | Conv1 × 1-2048 | | PCAF-2048 | PCAF-2048 | Average pooling | Classifier, softmax |
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