Table 5.
The proposed AI method employs CNN and Majority Voting on the Modmed Dataset (Test Ratio 2:1).
| Network | Num | AUC | ACC | SE | SP |
|---|---|---|---|---|---|
| Resnet50+MV | 3 | 0.86 | 0.89 | 1.00 | 0.86 |
| Resnet50+MV | 5 | 0.90 | 0.89 | 1.00 | 0.86 |
| Resnet50+MV | 7 | 0.92 | 0.89 | 1.00 | 0.86 |
| Resnet50+MV | 9 | 0.92 | 0.85 | 1.00 | 0.82 |
| Resnet50+MV | 11 | 0.94 | 0.85 | 1.00 | 0.82 |
| Resnet50+MV | 13 | 0.94 | 0.85 | 1.00 | 0.82 |
| Resnet50+MV | 15 | 0.94 | 0.84 | 1.00 | 0.80 |
| Resnet50+MV | 17 | 0.96 | 0.84 | 1.00 | 0.80 |
| Resnet50+MV | 19 | 0.96 | 0.82 | 1.00 | 0.79 |
| Resnet50+MV | 21 | 0.96 | 0.81 | 1.00 | 0.78 |
| Resnet50+MV | 23 | 0.96 | 0.81 | 1.00 | 0.78 |
| Resnet50+MV | 25 | 0.96 | 0.78 | 1.00 | 0.75 |
| Resnet50+MV | 27 | 0.96 | 0.76 | 1.00 | 0.73 |
| Resnet50+MV | 29 | 0.96 | 0.73 | 1.00 | 0.71 |
| Resnet50+MV | 31 | 0.96 | 0.72 | 1.00 | 0.70 |
| Resnet50+MV | 33 | 0.96 | 0.72 | 1.00 | 0.70 |
| Resnet50+MV | 35 | 0.96 | 0.70 | 1.00 | 0.69 |