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Table 3 Accuracy, AUROC, sensitivity (recall), specificity, and precision of the CNN compared to radiologists

From: COVision: convolutional neural network for the differentiation of COVID−19 from common pulmonary conditions using CT scans

Metric

 

COVision

 

Radiologists

Healthy (control)

Pneumonia

COVID

Healthy (control)

Pneumonia

COVID

Accuracy

0.970

0.981

0.967

0.966

0.758

0.744

AUROC

0.982

0.967

0.961

0.976

0.793

0.766

Sensitivity (Recall)

0.949

0.976

0.956

0.985

0.356

0.439

Specificity

0.990

0.983

0.969

0.951

0.964

0.934

Precision

0.989

0.957

0.896

0.942

0.837

0.807

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BMC Pulmonary Medicine

ISSN: 1471-2466

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