Table 9. Average performance of the build CNN models.
Scenario | Classes | Model | Results |
---|---|---|---|
I | Normal/COVID-19 | CNN | Acc = 97.67%, Se = 100%, Sp = 95.45% |
II | Normal/COVID-19/PNEUMONIA | CNN | Acc = 93.75%, Se = 100%, Sp = 95.24% |
Results = Results obtain after model fine-tune and contrast enhancement in x-ray images, Acc = Accuracy, Se = Sensitivity, Sp = Specificity.