Automated Deep Transfer Learning-Based Approach for Detection of COVID-19 Infection in Chest X-rays
Detection Principle
Imaging-X-ray
Target
X-ray images
Testing Method Category
In_silico
Testing Method
deep transfer learning-based detection model
Testing Method - Additional Info
table 1 and 2 also list performance parameters of competing image processing models
Reported Performance
Accuracy : 0.974068; F-measure: 0.969697; Sensitivity: 0.970921; Specificity: 0.972973; Kappa statistics: 0.971924
Sample Size
open source image set
Assay Type
Peer-reviewed
yes
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