Metric | Model(\(\overline{X} \pm S\)) | P | 95% Confidence interval | ||
---|---|---|---|---|---|
Lower bound | Upper bound | ||||
DSC (%) | TransResSEUnet2.5D (84.08 ± 0.04) | Unet2D (77.07 ± 0.09) | 0.090 | − 0.006 | 0.146 |
Unet2.5D (81.51 ± 0.06) | 0.910 | − 0.032 | 0.083 | ||
Unet3D (74.53 ± 0.17) | 0.358 | − 0.419 | 0.233 | ||
ResSEUnet3D (80.56 ± 0.06) | 1.000 | − 0.042 | 0.064 | ||
ResSEUnet2.5D (82.97 ± 0.06) | 0.456 | − 0.018 | 0.088 | ||
HD95 (mm) | TransResSEUnet2.5D (8.11 ± 3.43) | Unet2D (15.25 ± 9.04) | 0.050 | − 14.278 | 0.002 |
Unet2.5D (9.69 ± 6.30) | 0.996 | − 6.797 | 3.625 | ||
Unet3D (13.91 ± 13.47) | 0.662 | − 16.179 | 4.594 | ||
ResSEUnet3D (11.14 ± 5.43) | 1.000 | − 4.932 | 3.550 | ||
ResSEUnet2.5D (8.80 ± 4.81) | 0.486 | − 7.658 | 1.612 | ||
Average prediction time of single series (s) | TransResSEUnet2.5D (6.50 ± 1.31) | Unet2D (6.30 ± 2.29) | 0.944 | − 1.377 | 0.807 |
Unet2.5D (3.69 ± 0.72) | 0.000 | 1.644 | 3.889 | ||
Unet3D (3.51 ± 0.58) | 0.000 | 1.853 | 4.035 | ||
ResSEUnet3D (4.69 ± 0.96) | 0.301 | − 0.318 | 2.191 | ||
ResSEUnet2.5D (5.52 ± 1.10) | 0.001 | 0.557 | 2.9574 |