Extracting Possibly Representative COVID-19 Biomarkers from X-ray Images with Deep Learning Approach and Image Data Related to Pulmonary Diseases
Detection Principle
Imaging-X-ray
Target
x-rays images
Testing Method Category
Other
Testing Method
in silico
Testing Method - Additional Info
Convolutional Neural Network used to distinguish x-rays betwen different classes
Reported Performance
Accuracy: 99.18% ; sensitivity: 97.36% ; specificity: 92.42%
Sample Size
455 x-rays images
Peer-reviewed
yes
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