Table 2.
Listing of state of the art methods to automatically segment the pancreas in CT images
| Method | Number of evaluated CT data | Needed CT scans per case | Runtime (min) | Accuracy |
|---|---|---|---|---|
| Shimizu et al. level set [2] | 10 | 1 (noncontrast) | – | 32.5 % overlap |
| Shimizu et al. atlas [3] | 20 | 3 (multiple-phase) | 45 | 57.9 % overlap |
| Kitasaka et al. [4] | 22 | 4 (multiple-phase) | – | Visual inspection: 12 high, 6 medium, and 4 no overlap |
| Wolz et al. atlas [5] | 100 | – | – | 49.6 % overlap |
| Proposed method | 40 | 1 (portal venous) | 20.4 | 61.2 % overlap |
Jaccard index was calculated to show the overlap of the segmentation result and the reference standard
“–” unpublished/unavailable information