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COVID-19 In Vitro Diagnostic Devices and Test Methods Database

Scientific literature on COVID-19 Test Methods and Devices - detail

Automated detection of COVID-19 cases using deep neural networks with X-ray images

Detection Principle
Imaging-X-ray
Target
chest X-rays
Testing Method Category
 
Testing Method
deep neural networks
Testing Method - Additional Info
DarkCovidNet model
Reported Performance
accuracy: 98.08% (binary), 87.02% (multi-classes)
Sample Size
127 images
Peer-reviewed
yes

The database contains available information from scientific literature that is being updated periodically. Please note that the provided information (as retrieved from analysed papers) is provided only for devices commercially available with CE-IVD mark. Acknowledgements