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. 2021 Mar 10;132:104306. doi: 10.1016/j.compbiomed.2021.104306

Table 5.

The proposed AI method employs CNN and Majority Voting on the Modmed Dataset (Test Ratio 2:1).

Network Num AUC ACC SE SP
Resnet50+MV 3 0.86 0.89 1.00 0.86
Resnet50+MV 5 0.90 0.89 1.00 0.86
Resnet50+MV 7 0.92 0.89 1.00 0.86
Resnet50+MV 9 0.92 0.85 1.00 0.82
Resnet50+MV 11 0.94 0.85 1.00 0.82
Resnet50+MV 13 0.94 0.85 1.00 0.82
Resnet50+MV 15 0.94 0.84 1.00 0.80
Resnet50+MV 17 0.96 0.84 1.00 0.80
Resnet50+MV 19 0.96 0.82 1.00 0.79
Resnet50+MV 21 0.96 0.81 1.00 0.78
Resnet50+MV 23 0.96 0.81 1.00 0.78
Resnet50+MV 25 0.96 0.78 1.00 0.75
Resnet50+MV 27 0.96 0.76 1.00 0.73
Resnet50+MV 29 0.96 0.73 1.00 0.71
Resnet50+MV 31 0.96 0.72 1.00 0.70
Resnet50+MV 33 0.96 0.72 1.00 0.70
Resnet50+MV 35 0.96 0.70 1.00 0.69