Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning
Detection Principle
Imaging-X-ray
Target
X-rays
Testing Method
deep transfer learning
Testing Method - Additional Info
end-to-end deep learning framework which directly predicts the COVID-19 disease from raw images without any need of feature extraction
Reported Performance
sensitivity: 98%; specificity: 90%
Sample Size
5000 images
Peer-reviewed
yes
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