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. 2018 Jun;35(3):368–375. [Article in Chinese] doi: 10.7507/1001-5515.201611064

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%