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. 2020 Oct 26:1–13. Online ahead of print. doi: 10.1007/s00521-020-05437-x

Table 5.

Testing Specificity for the different 4 scenarios

Dataset AlexNet (%) VGGNet16 (%) VGGNet19 (%) GoogleNet (%) ResNet50 (%)
COVID-19 48.57 81.90 82.86 80.95 85.71
COVID-19 with augmentation 77.14 80.00 52.38 79.05 87.62
COVID-19 with CGAN 59.05 79.05 91.43 76.19 91.43
COVID-19 with aug and CGAN 87.62 93.33 76.19 82.86 81.90

Bold value indicates high Specificity