TABLE III. Comparison Between the Proposed Method and the Existing State-of-the-Art Method in the US Dataset.
Methods | Class | Sensitivity | Specificity | Precision | Score |
---|---|---|---|---|---|
Pocovid Net | COVID-19 | 0.96 | 0.79 | 0.88 | 0.92 |
Pneumonia | 0.93 | 0.98 | 0.95 | 0.94 | |
Normal | 0.55 | 0.98 | 0.78 | 0.62 | |
Muhammad et al. | COVID-19 | 0.902 | – | 0.952 | – |
Pneumonia | 0.958 | – | 0.969 | – | |
Normal | 0.936 | – | 0.832 | – | |
Proposed | COVID-19 | 0.99 | 0.95 | 0.99 | 0.99 |
Pneumonia | 0.98 | 0.99 | 0.96 | 0.96 | |
Normal | 0.97 | 0.99 | 1.00 | 0.99 |