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. 2023 Feb 2;11:1049555. doi: 10.3389/fbioe.2023.1049555

TABLE 3.

Sensitivity (%) at 2 and 4 false positives per image on the eight subsets of DeepLesion.

LU ME LV ST PV AB KD BN
2 4 2 4 2 4 2 4 2 4 2 4 2 4 2 4
Faster R-CNN 71.83 76.62 72.06 77.13 71.80 77.96 66.67 70.95 71.12 75.88 71.43 76.25 54.83 60.62 46.79 51.72
Cascade R-CNN 72.03 76.77 72.18 78.01 71.97 78.15 67.12 71.24 71.35 75.99 72.11 76.85 55.21 61.37 48.12 52.19
YOLO-v3 70.25 75.69 70.12 76.16 69.83 75.42 65.57 70.18 68.96 74.75 69.36 74.87 54.37 59.30 46.03 50.72
RetinaNet 70.85 76.13 71.56 76.65 70.24 76.39 66.49 70.59 69.52 75.48 70.55 75.37 54.26 59.64 46.77 51.15
3DCE, 3slices 76.03 82.43 77.13 83.34 76.05 83.09 70.18 75.69 76.67 81.38 77.93 83.01 59.57 65.09 50.64 57.90
FPN+3DCE, 3slices 79.29 83.82 78.89 84.12 77.36 83.65 71.38 76.49 78.30 83.71 79.47 84.80 60.64 68.46 50.78 58.43
MVP-Net, 3slices 84.72 89.10 84.62 86.41 83.94 88.99 77.24 79.67 83.07 86.64 85.41 87.14 65.51 69.70 51.52 57.38
Ours, 3slices 87.13 91.66 87.68 91.77 88.59 91.53 77.89 81.38 85.12 87.52 86.53 91.59 65.09 68.46 63.36 67.33