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. 2021 Dec 28;141:105172. doi: 10.1016/j.compbiomed.2021.105172

Table 4.

Comparison of results from the used methods.

Accuracy Sensitivity Specificity PPV NPV
EDECOVID-net 0.98 0.98 0.98 0.98 0.98
VGG-16 0.94 0,91 0,96 0.94 0.96
VGG-19 0.96 0.98 0.94 0.92 0.94
Xception 0.95 0.99 0.93 0.89 0.93
DenseNet201 0.97 0.97 0.97 0.95 0.97
ResNet101 0.97 0.98 0.96 0.95 0.96
EDECOVID-net (without pre-processing) 0,93 0,92 0,94 0.95 0.96