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.
Test results for the separability among generated pathological and COVID-19 samples (3rd scenario).
| Architecture | Class | Precision | Recall | F1-score |
|---|---|---|---|---|
| Unet-128 | Pathological | 1.00 | 0.98 | 0.99 |
| COVID-19 | 0.98 | 1.00 | 0.99 | |
| Unet-256 | Pathological | 1.00 | 1.00 | 1.00 |
| COVID-19 | 1.00 | 1.00 | 1.00 | |
| ResNet-6 | Pathological | 0.96 | 1.00 | 0.98 |
| COVID-19 | 1.00 | 0.96 | 0.98 | |
| ResNet-9 | Pathological | 1.00 | 1.00 | 1.00 |
| COVID-19 | 1.00 | 1.00 | 1.00 | |
