Table 1.
Symbolic Expression | Represents | Perfect Segmentation |
Complete Discordance |
||
---|---|---|---|---|---|
Target
Overlap |
The portion of the gold-standard which is overlapped by the segmentation |
1 | 0 | ||
Union
Overlap (Jaccard) |
The portion of overlap between the gold- standard and segmentation relative to the size of the union of the gold-standard and segmentation |
1 | 0 | ||
Mean
Overlap (Dice) |
The portion of overlap between the gold- standard and segmentation relative to the size of the gold-standard plus the size of the segmentation |
1 | 0 | ||
Volumetric
Difference |
The difference in volume between the segmentation and the gold-standard as a portion of the volume of the gold standard |
0 | Varies (> 0) | ||
False
Negative Dice |
The volume that the segmentation missed of the gold-standard relative to the size of the gold-standard plus the size of the segmentation |
0 | Varies (> 0) | ||
False
Positive Dice |
The volume of the segmentation not found within the gold-standard relative to the size of the gold-standard plus the size of the segmentation |
0 | Varies (> 0) | ||
95%
Hausdorff Distance (HD) |
|
The maximum distance between a point in the segmentation and that of the gold-standard if 5% of the outliers are thrown out |
0 | Large |