Table 1 Mean relative volume of segmentations produced by the different models as compared to the ground truth segmentations, both in the 70/30 and the 50/50 dataset split
From: Comparison of automated segmentation techniques for magnetic resonance images of the prostate
Model | 70/30 | 50/50 | ||
|---|---|---|---|---|
Rel.vol. | p value | Rel.vol. | p value | |
Atlas | 1.01 | \(>0.05\) | 1.00 | \(>0.05\) |
Siemens | 1.04 | \(>0.05\) | 1.10 | \(3\cdot 10^{-4}\) |
V-net | 0.99 | \(>0.05\) | 0.99 | \(>0.05\) |
TL | 0.96 | \(6\cdot 10^{-4}\) | 0.93 | \(3\cdot 10^{-7}\) |
GAN | 0.96 | \(1\cdot 10^{-3}\) | 0.98 | \(>0.05\) |
Eff.Det3D | 0.98 | \(>0.05\) | 1.01 | \(>0.05\) |