表 2. Quantitative evaluation of ventricular segmentation by attention methods at different scales.
不同尺度注意力方法对心室分割的定量评价
网络结构 | DSC | L-pre | R-pre | L-recall | R-recall |
U-net | 87.54% | 83.24% | 80.41% | 84.91% | 84.04% |
SAM (1~2) | 88.74% | 82.28% | 78.64% | 85.21% | 86.90% |
SAM (1~3) | 89.18% | 84.19% | 80.16% | 86.07% | 85.54% |
SAM (1~4) | 89.44% | 83.05% | 81.06% | 86.47% | 85.85% |
SAM (1~5) | 88.83% | 85.52% | 80.16% | 82.48% | 84.76% |