Table 4.
Methods | AC (%) | SE (%) | SP (%) | DI (%) |
---|---|---|---|---|
2-SD | 99.84 ± 0.06 | 81.38 ± 19.51 | 99.87 ± 0.07 | 51.66 ± 19.50 |
K-means | 99.82 ± 0.06 | 75.92 ± 13.76 | 99.86 ± 0.06 | 47.78 ± 15.24 |
Fuzzy c-means | 99.82 ± 0.04 | 77.78 ± 13.76 | 99.86 ± 0.05 | 48.09 ± 16.26 |
2D U-Net | 99.93 ± 0.03 | 89.14 ± 4.66 | 99.95 ± 0.01 | 80.21 ± 9.61 |
3D U-Net | 99.93 ± 0.04 | 75.22 ± 11.31 | 99.98 ± 0.01 | 79.41 ± 8.02 |
2D V-Net | 99.92 ± 0.03 | 86.39 ± 6.30 | 99.95 ± 0.02 | 79.45 ± 8.60 |
3D V-Net | 99.92 ± 0.04 | 77.07 ± 9.72 | 99.98 ± 0.01 | 77.05 ± 9.96 |
Vesal et al. | 99.92 ± 0.03 | 83.71 ± 10.4 | 99.96 ± 0.03 | 76.13 ± 10.9 |
MV+AT | 99.93 ± 0.04 | 70.83 ± 9.44 | 99.99 ± 0.01 | 79.05 ± 8.66 |
MV+CLSTM | 99.30 ± 0.03 | 65.36 ± 11.17 | 99.99 ± 0.01 | 77.10 ± 9.26 |
SV+CLSTM+AT | 99.94 ± 0.03 | 81.27 ± 7.88 | 99.97 ± 0.01 | 82.36 ± 6.51 |
S-Scar | 99.94 ± 0.03 | 72.39 ± 8.88 | 99.99 ± 0.01 | 80.22 ± 0.01 |
MVTT | 99.95 ± 0.02 | 86.77 ± 4.64 | 99.98 ± 0.01 | 86.59 ± 5.60 |