Table 2.
Aff | Aff+local | |||||||
---|---|---|---|---|---|---|---|---|
Dice | Jac | SSIM | ASSD | Dice | Jac | SSIM | ASSD | |
Original | 0.860 | 0.755 | 0.893 | 2.04 | 0.939 | 0.886 | 0.932 | 0.84 |
(0.024) | (0.036) | (0.015) | (0.35) | (0.016) | (0.027) | (0.013) | (0.20) | |
2 aff encoders | 0.855 | 0.748 | 0.891 | 2.13 | 0.940 | 0.888 | 0.933 | 0.82 |
(0.023) | (0.035) | (0.016) | (0.34) | (0.016) | (0.027) | (0.013) | (0.20) | |
Wo skip | 0.846 | 0.734 | 0.887 | 2.29 | 0.937 | 0.883 | 0.931 | 0.86 |
(0.035) | (0.050) | (0.016) | (0.52) | (0.017) | (0.029) | (0.013) | (0.21) | |
Single 3D dec | 0.853 | 0.744 | 0.890 | 2.16 | 0.930 | 0.870 | 0.925 | 0.97 |
(0.021) | (0.032) | (0.017) | (0.33) | (0.018) | (0.030) | (0.014) | (0.24) | |
Wo inv-ProST | 0.851 | 0.742 | 0.889 | 2.18 | 0.932 | 0.873 | 0.927 | 0.95 |
(0.026) | (0.038) | (0.015) | (0.36) | (0.016) | (0.027) | (0.013) | (0.21) | |
2 aff encoders | ||||||||
Wo skip | ||||||||
Single 3D dec | ||||||||
Wo inv-ProST |
The mean and standard deviation (between brackets) of the evaluation metrics are tabulated for the different network variations. The bottom table shows the p-values of a paired t-test between the original network and each variation on the network architecture