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COVID-19 In Vitro Diagnostic Devices and Test Methods Database

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

Deep Learning-Based Decision-Tree Classifier for COVID-19 Diagnosis From Chest X-ray Imaging

Detection Principle
Imaging-X-ray
Target
chest X-rays
Testing Method Category
 
Testing Method
deep learning
Testing Method - Additional Info
two-dimensional CNN algorithm with a PyTorch frame
Reported Performance
accuracy: 95%
Sample Size
324 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