Automatic detection of COVID-19 from chest radiographs using deep learning
Detection Principle
Imaging-X-ray
Target
X-ray
Testing Method Category
In_silico
Testing Method
X-ray
Testing Method - Additional Info
chest radiography performances in two classes (covid positive and negative) and three classes (covid positive and negative and bacterial pneumonia positive) cases
Reported Performance
accuracy: 92.53% (3 classes), 96% (two classes) ; sensitivity: 92.64% (two classes), 87.7% (three classes) ; specificity: 97.27% (two classes), 95.1% (three classes)
Sample Size
1428 images
Peer-reviewed
yes
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