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. 2021 Jan 29;100(4):e24427. doi: 10.1097/MD.0000000000024427

Table 5.

Comparisons about detection results between our method and other methods in heart section.

Method RV RA LV LA DAO mAP
SSD 60.27 62.43 67.61 54.21 74.67 63.84
YOLOv2 71.31 69.39 71.56 62.70 90.74 73.14
Faster R-CNN VGG16 85.52 81.15 87.11 80.59 95.57 85.99
Faster R-CNN Resnet50 89.44 83.59 90.78 85.47 94.01 88.66
Non-NM 84.35 85.43 91.23 82.45 95.86 87.86
Our method 93.03 95.71 95.65 93.76 97.34 95.10

DAO = descending aorta, LA = left atrium, LV = left ventricle, mAP = mean average precision, RA = right atrium, RV = right ventricle.