Table 9.
The proposed AI method employs CNN and Majority Voting on the CCAP Dataset (Test Ratio 9:1).
| Network | Num | AUC | ACC | SE | SP |
|---|---|---|---|---|---|
| Resnet18 | 3 | 0.65 | 0.93 | 0.67 | 0.96 |
| Resnet18 | 5 | 0.65 | 0.93 | 0.67 | 0.96 |
| Resnet18 | 7 | 0.64 | 0.93 | 0.67 | 0.96 |
| Resnet18 | 9 | 0.64 | 0.93 | 0.67 | 0.96 |
| Resnet50 | 3 | 0.50 | 0.89 | 0.50 | 0.92 |
| Resnet50 | 5 | 0.65 | 0.89 | 0.50 | 0.92 |
| Resnet50 | 7 | 0.64 | 0.89 | 0.50 | 0.92 |
| Resnet50 | 9 | 0.63 | 0.89 | 0.50 | 0.92 |
| Resnet101 | 3 | 0.50 | 0.93 | 1.00 | 0.92 |
| Resnet101 | 5 | 0.64 | 0.93 | 1.00 | 0.92 |
| Resnet101 | 7 | 0.65 | 0.93 | 1.00 | 0.92 |
| Resnet101 | 9 | 0.65 | 0.96 | 1.00 | 0.96 |
| Densenet121 | 3 | 0.48 | 1.00 | 1.00 | 1.00 |
| Densenet121 | 5 | 0.62 | 1.00 | 1.00 | 1.00 |
| Densenet121 | 7 | 0.62 | 1.00 | 1.00 | 1.00 |
| Densenet121 | 9 | 0.64 | 1.00 | 1.00 | 1.00 |