表 2. Comparison of detection accuracy of different models.
不同模型检测精度对比
方法 | mAP | 左心室 | 心尖 | 二尖瓣环 | 心内膜垫 |
VGG16_OHEM | 80.1% | 90.1% | 65.4% | 81.2% | 83.5% |
VGG16_OHEM_STN | 82.0% | 90.9% | 66.5% | 86.1% | 84.4% |
ResNet101_OHEM | 83.0% | 95.7% | 66.3% | 85.2% | 84.8% |
ResNet101_OHEM_STN | 85.5% | 99.1% | 67.8% | 87.6% | 87.4% |