COVIDiagnosis-Net: Deep Bayes-SqueezeNet based diagnosis of the coronavirus disease 2019 (COVID-19) from X-ray images
Detection Principle
Imaging-X-ray
Target
X-rays
Testing Method
deep learning
Testing Method - Additional Info
COVID-19 detection AI model, COVIDiagnosis-Net, based on deep SqueezeNet with Bayes optimization
Reported Performance
accuracy: 98.3% (among Normal, Pneumonia and Covid cases), 100% (single recognition of COVID-19 among other classes)
Sample Size
5310 images
Peer-reviewed
yes
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