Table 6.
Comparison between performance metrics of related works
| Study | Model | Number of cases | Accuracy (%) | Sensitivity (%) | Specificity (%) |
|---|---|---|---|---|---|
| Waheed et al. [6] | CNN with synthetic augmentation |
72 Covid-19 120 Non-Covid-19 |
95.00 | 90.00 | 97.00 |
| Apostolopoulos et al. [4] | MobileNet v2 |
224 Covid-19 (+) 1204 Non-Covid |
96.78 | 98.66 | 96.46 |
| Sethy et al. [15] | ResNet50 plus SVM |
25 Covid-19 (+) 25 Covid-19 (−) |
95.33 | 95.33 | NA |
| Narin et al. [16] | ResNet50 | 50 Covid-19 (+) 50 Covid-19 (−) | 98 | 96 | 100 |
| Proposed network | StackNet-DenVIS |
168 Covid 1596 Non-Covid |
95.07 | 99.40 | 94.61 |