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

Table 4.

Testing Sensitivity for the different 4 scenarios

Dataset AlexNet (%) VGGNet16 (%) VGGNet19 (%) GoogleNet (%) ResNet50 (%)
COVID-19 88.30 61.70 70.21 69.15 65.96
COVID-19 with augmentation 73.40 75.53 88.30 74.47 77.66
COVID-19 with CGAN 78.72 61.70 53.19 75.53 61.70
COVID-19 with aug and CGAN 63.83 62.77 71.28 71.28 80.85