Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks
Detection Principle
Imaging-CT scan
Testing Method Category
In_silico
Testing Method
X-ray images, Deep Learning
Testing Method - Additional Info
a dataset of X-ray images from patients with common bacterial pneumonia, confirmed Covid-19 disease, and normal incidents, was utilized for the automatic detection of the Coronavirus disease. the procedure called Transfer Learning was adopted
Reported Performance
accuracy: 96.78%,; sensitivity: 98.66%; specificity: 96.46%
Sample Size
1442 images
Peer-reviewed
yes
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