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

Table 7.

Analysis results obtained by ResNet models of the CovCT-Findings dataset created by preprocessing (%).

Model Class Se Sp Pre F-Scr Acc Overall Acc
ResNet-18 GGO 98.47 89.39 90.20 94.16 93.91 93.21
GGON 88.13 97.98 92.85 90.43 95.73
CPP 76.47 100 100 86.66 98.40
Consolidation 93.02 100 100 96.38 98.80
GGOC 86.66 100 100 92.85 99.19



ResNet-50 GGO 100 99.23 99.24 99.61 99.61 98.49
GGON 100 98.53 95.16 97.52 98.86
CPP 100 100 100 100 100
Consolidation 97.67 100 100 98.82 99.61
GGOC 80.0 100 100 88.88 98.86



ResNet-101 GGO 100 99.24 99.24 99.61 99.61 98.87
GGON 100 99.50 98.33 99.15 99.61
CPP 100 100 100 100 100
Consolidation 97.67 99.54 97.67 97.67 99.24
GGOC 86.66 100 100 92.85 99.24