Research Article
Pulmonary Nodule Detection Based on Multiscale Feature Fusion
Table 7
The classification performance comparison of single branch models.
| | Model | Accuracy | Sensitivity | Specificity |
| | 2D CNN1 () | 81.76% | 79.87% | 82.45% | | 2D CNN2 () | 84.67% | 82.34% | 85.77% | | 2D CNN3 () | 79.54% | 77.94% | 81.03% | | 3D CNN1 (163) | 86.43% | 84.33% | 87.56% | | 3D CNN2 (323) | 90.24% | 88.13% | 91.31% | | 3D CNN3 (643) | 89.35% | 87.72% | 90.08% |
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