Table 5.
Six experiments were conducted on networks with SAA-SDM additions and their original networks, recording the number of iters required to reach the convergence state. All data in the table were scaled down by a factor of 10 to ensure the continuity of integers
| Datasets | Methods | Num of test | Mean value | MV rate | |||||
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 5 | 6 | ||||
| TRUS | UNet (ours) | 8 | 7 | 6 | 7 | 6 | 7 | 6.5 | 0.55 |
| UNet | 13 | 12 | 14 | 12 | 12 | 12 | 12.5 | ||
| TRUS | UNet + + (ours) | 13 | 11 | 10 | 10 | 9 | 10 | 10.5 | 0.65 |
| UNet + + | 16 | 15 | 18 | 17 | 16 | 15 | 16 | ||
| Chest X-ray | UNet + + (ours) | 5 | 7 | 5 | 6 | 6 | 5 | 5.5 | 0.67 |
| UNet + + | 8 | 9 | 9 | 8 | 9 | 8 | 8.5 | ||