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. 2021 Sep 2;71:103128. doi: 10.1016/j.bspc.2021.103128

Table 6.

Analysis results of the original CovCT-Findings dataset performed by ResNet models (%).

Model Class Se Sp Pre F-Scr Acc Overall Acc
ResNet-18
GGO 98.47 88.46 89.58 93.81 93.48 92.08
GGON 84.74 98.97 96.15 90.09 95.68
CPP 88.23 99.56 93.75 90.90 98.78
Consolidation 95.34 98.54 93.18 94.25 97.99
GGOC 60 100 100 75 97.60



ResNet-50 GGO 97.70 95.16 95.52 96.60 96.47 92.83
GGON 94.91 97.93 93.33 94.11 97.23
CPP 88.23 99.56 93.75 90.90 98.79
Consolidation 90.69 96.72 84.78 87.64 95.71
GGOC 53.33 99.58 88.88 66.66 96.85



ResNet-101 GGO 99.23 100 100 99.61 99.61 98.11
GGON 98.30 99.01 96.66 97.47 98.85
CPP 100 100 100 100 100
Consolidation 97.67 98.64 93.33 95.45 98.48
GGOC 86.66 100 100 92.85 99.23