Table 1.
Numerical comparison of using DAUnet and DSUnet on sMRI data.
Method | DSC | Sensitivity | Specificity | HD (mm) | MSD (mm) | RMSD (mm) | CMD (mm) | PVD | |
---|---|---|---|---|---|---|---|---|---|
Bladder | DSUnet | 0.93±0.05 | 0.96±0.04 | 0.90±0.07 | 12.68±14.93 | 0.67±0.28 | 1.11±0.56 | 1.28±1.08 | 4.8%±7.9% |
DAUnet | 0.95±0.03 | 0.95±0.04 | 0.94±0.04 | 6.81±9.25 | 0.52±0.22 | 0.89±0.59 | 0.95±0.63 | 4.0%±4.1% | |
p-value | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.004 | <0.001 | 0.124 | |
Prostate | DSUnet | 0.82±0.05 | 0.83±0.09 | 0.83±0.09 | 7.79±4.32 | 1.21±0.63 | 1.72±1.05 | 2.81±1.57 | 16.0%±15.0% |
DAUnet | 0.87±0.04 | 0.86±0.08 | 0.88±0.08 | 6.35±3.11 | 0.93±0.51 | 1.38±0.85 | 1.90±1.32 | 14.7%±14.9% | |
p-value | <0.001 | 0.001 | <0.001 | <0.001 | <0.001 | <0.001 | <0.001 | 0.116 | |
Rectum | DSUnet | 0.88±0.04 | 0.89±0.05 | 0.88±0.07 | 13.16±17.16 | 1.00±1.06 | 1.78±2.40 | 3.51±3.27 | 7.9%±6.9% |
DAUnet | 0.89±0.04 | 0.90±0.05 | 0.89±0.06 | 10.84±15.59 | 0.92±1.03 | 1.39±1.04 | 2.81±2.52 | 7.3%±7.2% | |
p-value | <0.001 | <0.001 | 0.069 | 0.091 | 0.003 | 0.004 | <0.001 | 0.129 |