TABLE VI. Quantitative Comparison Using Different Datasets as non-COVID Cases for Shared Knowledge Learning.
| Dataset / description | Dice | Sensitivity | Specificity | MAE |
|---|---|---|---|---|
| None / COVID only | 0.693 | 0.774 | 0.941 | 0.080 |
| LiTS / liver tumor | 0.711 | 0.782 | 0.942 | 0.074 |
| MSD Lung / lung nodules | 0.712 | 0.764 | 0.945 | 0.073 |
| NSCLC / pleural effusion | 0.702 | 0.781 | 0.941 | 0.072 |
| COVID-19-20 / groundglass opacities | 0.714 | 0.792 | 0.942 | 0.070 |
All the experiments are performed with the same amount of 60 non-COVID cases and 10 COVID-19 cases under the same settings