Table 1 Quantifying segmentation results according using methods - shape model points was limited to 10,000 and to 10 cases in training set
From: Automatic liver segmentation in computed tomography using general-purpose shape modeling methods
Similarity measure | Single atlas SSD | Single atlas MI | Classical ASM | Modified ASM | GPMM 10,000 pts | GPMM 19,000 pts | GPMM 40,000 pts |
|---|---|---|---|---|---|---|---|
MSD (mm) | 3.49 | 3.08 | 2.91 | 2.85 | 2.79 | 1.95 | 1.7 |
H (mm) | 6.02 | 4.65 | 574.29 | 572.95 | 4.32 | 3.7 | 2.9 |
DICE (%) | 0.49 | 0.59 | 0.57 | 0.57 | 0.74 | 0.85 | 0.885 |