Table 4 Comparison of the average preprocessing and inference times, and total runtimes in seconds.
From: Deep learning-based segmentation of the thorax in mouse micro-CT scans
Algorithm | Model | Preprocessing | Inference | Runtime |
|---|---|---|---|---|
nnU-Net | 3d_fullres | 5 | 27 | 40 |
3d_lowres | 14 | 13 | 50 | |
3d_cascade (2nd stage only) | 17 | 28 | 52 | |
2d | 5 | 7 | 21 | |
AIMOS | UNet-768 | 6 | 2 | 20 |
