Diagnosis and detection of infected tissue of COVID-19 patients based on lung x-ray image using convolutional neural network approaches
Detection Principle
Imaging-X-ray
Target
X-ray lung
Testing Method Category
Other
Testing Method - Additional Info
Two methods of deep learning: 1) deep neural network (DNN) on the fractal feature of images and 2) convolutional neural network (CNN) methods
Reported Performance
1) DNN Accuracy: 83.4%; Sensitivity: 86% 2) CNN Accuracy: 93.2%; Sensitivity: 96.1%
Sample Size
682 images
Peer-reviewed
yes
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