Table 6.
Segmentation accuracy of 2D snake (gap setting: 2nd) and 2.5D snake (k = 20; Wgap = 5; gap setting: 3rd; TV = 0.75) algorithms for different thickness values and datasets.
| Metric | DSC | |||||||||
| Snake state Dataset |
Original Snake thickness (k) |
Merged Snake thickness (k) |
||||||||
| 1 (2D) | 10 | 20 | 30 | Full | 1 (2D) | 10 | 20 | 30 | Full | |
| 6_22.sub | 0.68 | 0.68 | 0.72 | 0.74 | 0.73 | 0.72 | 0.76 | 0.75 | 0.77 | 0.82 |
| bclpb-d.sub | 0.85 | 0.89 | 0.92 | 0.92 | 0.91 | 0.86 | 0.90 | 0.91 | 0.91 | 0.89 |
| cone.sub | 0.86 | 0.86 | 0.93 | 0.93 | 0.94 | 0.88 | 0.87 | 0.90 | 0.90 | 0.90 |
| gap18_sub | 0.82 | 0.84 | 0.82 | 0.82 | 0.85 | 0.85 | 0.89 | 0.87 | 0.86 | 0.87 |
| mac_serial_sub | 0.68 | 0.71 | 0.73 | 0.77 | 0.35 | 0.65 | 0.69 | 0.70 | 0.77 | 0.35 |
| od.sub | 0.75 | 0.77 | 0.78 | 0.78 | 0.75 | 0.70 | 0.73 | 0.77 | 0.76 | 0.72 |
| pedicle | 0.73 | 0.72 | 0.79 | 0.77 | 0.74 | 0.78 | 0.78 | 0.91 | 0.83 | 0.84 |
| spherule24mos1_ | 0.85 | 0.82 | 0.92 | 0.87 | 0.98 | 0.92 | 0.95 | 0.97 | 0.97 | 0.97 |
| Average | 0.78 | 0.79 | 0.83 | 0.82 | 0.78 | 0.79 | 0.82 | 0.85 | 0.85 | 0.80 |
| Average (excluding mac_serial_sub) | 0.79 | 0.80 | 0.84 | 0.83 | 0.84 | 0.81 | 0.84 | 0.87 | 0.86 | 0.86 |
| Metric | MSBE (in nanometers) | |||||||||
| Snake state Dataset |
Original Snake thickness (k) |
Merged Snake thickness (k) |
||||||||
| 1 (2D) | 10 | 20 | 30 | Full | 1 (2D) | 10 | 20 | 30 | Full | |
| 6_22.sub | 33 | 30 | 24 | 24 | 18 | 32 | 23 | 32 | 34 | 14 |
| bclpb-d.sub | 16 | 11 | 8 | 10 | 9 | 17 | 11 | 9 | 11 | 9 |
| cone.sub | 18 | 17 | 10 | 10 | 9 | 14 | 14 | 10 | 10 | 10 |
| gap18_sub | 12 | 9 | 9 | 8 | 9 | 12 | 9 | 9 | 9 | 10 |
| mac_serial_sub | 26 | 19 | 28 | 21 | 110 | 31 | 23 | 42 | 21 | 110 |
| od.sub | 20 | 19 | 18 | 18 | 22 | 31 | 26 | 22 | 24 | 31 |
| pedicle | 48 | 49 | 41 | 49 | 50 | 32 | 32 | 11 | 21 | 21 |
| spherule24mos1_ | 30 | 31 | 18 | 28 | 8 | 15 | 9 | 7 | 7 | 8 |
| Average | 25 | 23 | 20 | 21 | 29 | 23 | 18 | 18 | 17 | 27 |
| Average (excluding mac_serial_sub) | 25 | 24 | 18 | 21 | 18 | 22 | 18 | 14 | 17 | 15 |