Radiologists versus Deep Convolutional Neural Networks: A Comparative Study for Diagnosing COVID-19

Table 2

State-of-the-art deep neural networks for diagnosing COVID-19 from chest CT images.

Authors and year	Deep network	Classes	Performance metrics (overall accuracies)
Wang et al., (2020) [18]	DeCovNet	COVID-19 and non-COVID-19	90.1%
Singh et al., (2020) [19]	ResNet-18	COVID-19 and non-COVID-19	99.4%
Ahuja et al., (2020) [20]	MODE-based CNN	COVID-19 and non-COVID-19	93.3%
Jaiswal et al., (2020) [21]	DenseNet-201	COVID-19 and non-COVID-19	97%
Ko et al., (2020) [22]	ResNet-50	COVID-19, pneumonia, nonpneumonia	96.97%