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Comparison of DeepChestGNN (ours) with different deep CNN model.
| Model | Sensitivity | Precision | F1-Score | Accuracy |
|---|---|---|---|---|
| Inception | 90.34% | 90.45% | 90.38% | 90.35% |
| VGG16 | 89.52% | 89.78% | 89.53% | 89.52% |
| GoogleNet | 87.44% | 87.54% | 87.44% | 87.45% |
| DenseNet121 | 84.45% | 84.51% | 84.45% | 84.45% |
| ResNet50 | 83.95% | 84.10% | 83.95% | 83.95% |
| DenseNet201 | 83.38% | 83.45% | 83.37% | 83.38% |
| DeepChestGNN (ours) | 98.72% | 98.71% | 98.71% | 99.74% |
