Table 3.
Thalamus |
Caudate |
Putamen |
Pallidum |
Hippocampus |
Amygdala |
|||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
DSC | ASSD | DSC | ASSD | DSC | ASSD | DSC | ASSD | DSC | ASSD | DSC | ASSD | |
SDM-Unet + T1 - Closs + (SA-net) | 91.5 ± 2.1 | 0.39 ± 0.13 | 89.8 ± 1.6 | 0.27 ± 0.08 | 88.5 ± 2.7 | 0.34 ± 0.09 | 87.1 ± 2.8 | 0.56 ± 0.24 | 86.2 ± 3.1 | 0.53 ± 0.20 | 81.3 ± 2.9 | 0.50 ± 0.14 |
SDM-Unet + T1 | 92.1 ± 1.6 | 0.37 ± 0.15 | 89.3 ± 1.5 | 0.32 ± 0.11 | 88.9 ± 2.2 | 0.35 ± 0.10 | 88.1 ± 2.6 | 0.49 ± 0.17 | 86.6 ± 3.9 | 0.51 ± 0.22 | 81.9 ± 3.1 | 0.44 ± 0.17 |
SDM-Unet + T1,T2 | 93.3 ± 0.8 | 0.28 ± 0.11 | 90.6 ± 1.1 | 0.30 ± 0.08 | 91.2 ± 2.0 | 0.24 ± 0.06 | 90.9 ± 1.4 | 0.24 ± 0.07 | 88.3 ± 2.1 | 0.37 ± 0.10 | 83.7 ± 2.4 | 0.32 ± 0.12 |
SDM-Unet + T1,T2,T1/T2 | 93.8 ± 0.3 | 0.21 ± 0.09 | 92.2 ± 0.7 | 0.26 ± 0.07 | 91.9 ± 1.4 | 0.20 ± 0.05 | 90.7 ± 1.3 | 0.23 ± 0.08 | 88.8 ± 1.7 | 0.33 ± 0.11 | 85.2 ± 2.7 | 0.27 ± 0.09 |
Proposed - BL - Att | 94.9 ± 0.5 | 0.16 ± 0.05 | 92.9 ± 0.6 | 0.13 ± 0.03 | 92.8 ± 1.2 | 0.15 ± 0.04 | 91.9 ± 1.2 | 0.17 ± 0.05 | 89.9 ± 1.6 | 0.20 ± 0.06 | 88.1 ± 2.8 | 0.17 ± 0.06 |
Proposed - BL | 95.9 ± 0.4 | 0.14 ± 0.03 | 93.8 ± 0.7 | 0.10 ± 0.02 | 93.1 ± 1.3 | 0.12 ± 0.03 | 92.2 ± 1.1 | 0.15 ± 0.03 | 90.4 ± 1.7 | 0.16 ± 0.02 | 88.7 ± 2.4 | 0.13 ± 0.02 |
Proposed | 96.3 ± 0.5 | 0.09 ± 0.02 | 94.3 ± 0.9 | 0.04 ± 0.01 | 93.7 ± 1.0 | 0.10 ± 0.02 | 92.5 ± 1.5 | 0.07 ± 0.01 | 90.6 ± 1.3 | 0.07 ± 0.02 | 89.0 ± 2.1 | 0.06 ± 0.01 |