表 2. Ablation study.
模块消融实验
MRI CT | |||||||||||||
| 模型 | MSSP | AWHC | Dice
|
ASSD
|
|||||||||
| AA | LAC | LVC | MYO | 平均值 | AA | LAC | LVC | MYO | 平均值 | ||||
| 基线 | — | — | 88.2% | 87.0% | 85.1% | 70.0% | 82.6% | 7.1 | 3.6 | 3.3 | 3.6 | 4.4 | |
| #1 | √ | — | 88.8% | 87.1% | 86.1% | 69.0% | 82.8% | 6.7 | 3.4 | 3.1 | 3.6 | 4.2 | |
| #2 | — | √ | 89.8% | 87.7% | 85.8% | 69.4% | 83.2% | 5.4 | 3.1 | 3.3 | 3.5 | 3.8 | |
| 本文方法 | √ | √ | 88.9% | 87.4% | 86.8% | 72.1% | 83.8% | 5.1 | 3.1 | 2.8 | 3.7 | 3.7 | |
CT MRI | |||||||||||||
| 模型 | MSSP | AWHC | Dice
|
ASSD
|
|||||||||
| AA | LAC | LVC | MYO | 平均值 | AA | LAC | LVC | MYO | 平均值 | ||||
| 基线 | — | — | 63.9% | 71.2% | 74.1% | 49.7% | 64.7% | 6.1 | 3.9 | 4.7 | 4.0 | 4.7 | |
| #1 | √ | — | 63.8% | 72.2% | 77.5% | 50.6% | 66.1% | 6.0 | 3.5 | 4.2 | 4.3 | 4.5 | |
| #2 | — | √ | 65.3% | 73.3% | 79.1% | 51.7% | 67.3% | 5.9 | 3.5 | 3.5 | 3.6 | 4.1 | |
| 本文方法 | √ | √ | 68.9% | 76.7% | 81.8% | 52.8% | 70.1% | 5.5 | 2.9 | 3.5 | 4.2 | 4.0 | |





