Table 5 Time efficiency of different networks
From: A deep learning-based self-adapting ensemble method for segmentation in gynecological brachytherapy
Time (s) | 2D | 2D/fold0 | 3D-fullres | 3D-fullres/fold0 | 3D-cascade | 3D-cascade/fold0 | Ensemble |
|---|---|---|---|---|---|---|---|
Bladder | 53.5 | 13.4 | 130.2 | 30.9 | 149.5 | 40.2 | 130.6 |
Rectum | 54.8 | 13.7 | 256.4 | 55.5 | 278.9 | 65.8 | 278.9 |
HRCTV | 57.4 | 14.3 | 476.7 | 97.1 | 623.2 | 131.9 | 479.1 |
Total | 165.7 | 41.4 | 863.3 | 183.5 | 1051.6 | 237.9 | 888.6 |