Table 3.
Performance evaluation parameters as per severity levels of COVID-19 infection in chest CT scans with fine-tuned base encoder ResNet18 encoder on MosMed dataset.
Classes | A | Se | Sp | Pr | F1 | MCC |
---|---|---|---|---|---|---|
Z | 100 | 100 | 100 | 100 | 100 | 100 |
LI | 99.16 | 96.20 | 100 | 100 | 98.04 | 97.54 |
II | 96.23 | 98.81 | 95.69 | 83.00 | 90.22 | 88.42 |
HI | 95.82 | 83.90 | 99.72 | 99.00 | 90.83 | 88.65 |
EHI | 98.74 | 100 | 98.52 | 92.31 | 96.00 | 95.36 |