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Insights into Imaging

Table 5 Results on the COVIDx dataset

From: A comparison of Covid-19 early detection between convolutional neural networks and radiologists

 

Class

Densenet121

COVID-net

Sensitivity

Normal

0.94 (0.89–0.98)

0.95

Non-COVID-19

0.94 (0.89–0.98)

0.94

COVID-19

0.89 (0.82–0.94)

0.91

PPV

Normal

0.92 (0.86–0.97)

0.905

Non-COVID-19

0.88 (0.81–0.93)

0.913

COVID-19

0.98 (0.95–1)

0.989

  1. Values in parenthesis are 95% confidence intervals obtained using 2000 bootstrap samples
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