Table 2.
Volume Error (VER) for liver segmentation from the clinical test data (5mm slice thickness). The initial automatic segmentation results are compared to results following shape analysis and corrected (final) segmentation; p-values were calculated via the Wilcoxon rank sum test. Variability in initial VER ranged from <2% to >50%; cases were separated into severe errors (VER>10%) and small/moderate errors (VER<10%). Cases with small errors, large errors and hepatic tumors are shown separately. Additionally, the last row presents the results on the MICCAI dataset (slice thickness 1-5mm).
Group/VER (%) | Initial Segmentation | Final Segmentation | p-value |
---|---|---|---|
Small Error (n=31) | 5.3±2.4 | 2.9±2.2 | <0.001 |
Severe Error (n=19) | 28.9±14.3 | 6.6±7.3 | <0.001 |
Tumors (n=22) | 17.0±15.8 | 5.2±6.9 | <0.001 |
All clinical cases (n=50) | 9.3±13.5 | 3.8±5.3 | <0.001 |
MICCAI (n=10) | - | 2.2±2.3 | - |