Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Results obtained from the proposed COVID-19 detection method
| Pretrained networks | Sensitivity (%) | Specificity (%) | Precision (%) | Accuracy (%) | F1-Score (%) |
|---|---|---|---|---|---|
| AlexNet+DenseNet-201+ | |||||
| ResNet-50 | 96.0 | 88.7 | 87.3 | 92.0 | 91.4 |
| DenseNet-201+ResNet-50 | 89.8 | 90.5 | 88.0 | 90.2 | 88.8 |
| AlexNet+DenseNet-201 | 87.5 | 91.1 | 90.7 | 89.3 | 89.0 |
| DenseNet-201 | 85.7 | 88.9 | 85.7 | 87.5 | 85.7 |
| ResNet-50 | 81.4 | 92.5 | 92.3 | 86.8 | 86.5 |
| AlexNet | 80.4 | 90.2 | 85.7 | 84.8 | 82.9 |
| MobileNetV2 | 80.0 | 88.7 | 85.10 | 83.9 | 82.4 |
