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. 2021 May;9(9):763. doi: 10.21037/atm-21-119

Table 3. The screening performance of different base models. Date represents mean (95% confidence interval).

Model AUC Accuracy Precision Sensitivity Specificity
VGGNet 0.83 [0.79, 0.87] 0.75 [0.72, 0.78] 0.76 [0.66, 0.86] 0.77 [0.71, 0.83] 0.76 [0.70, 0.82]
GoogLeNet 0.84 [0.80, 0.88] 0.77 [0.76, 0.78] 0.78 [0.72, 0.84] 0.79 [0.75, 0.83] 0.77 [0.74, 0.80]
ResNet 0.89 [0.86, 0.92] 0.82 [0.80, 0.84] 0.81 [0.73, 0.89] 0.85 [0.79, 0.91] 0.82 [0.76, 0.88]
ResNet+C 0.94 [0.91, 0.97] 0.86 [0.84, 0.88] 0.85 [0.76, 0.94] 0.89 [0.83, 0.95] 0.86 [0.79, 0.93]
Dentists 0.79 [0.75, 0.83] 0.81 [0.80, 0.82] 0.84 [0.83, 0.85] 0.73 [0.71, 0.75]

AUC, the area under the ROC (receiver operating characteristic) curve.