Table 5.
Comparative analysis of associated State of the Art (SoA) work
| Methodology | Modality | Normal Images | COVID-19 | Other CPD | Total Images | Classification Accuracy |
|---|---|---|---|---|---|---|
| Wang & Wong,2020 [53] | CXR | 8066 | 53 | 5526 | 13,645 | 92% |
| Hemdan et al.,2020 [18] | CXR | 25 | 25 | NA | 50 | 90% |
| Song Y. et al.,2020 [47] | CT | 708 | 777 | NA | 1485 | 86% |
| Sethy P. et al.,2020 [42] | CXR | 25 | 25 | NA | 50 | 95% |
| Apostolopoulos et al.,2020 [1] | CXR | 504 | 224 | 700 | 1428 | 93% |
| Khan, Shah and Bhat, 2020 [31] | CXR | 310 | 284 | 657 | 1251 | 89.6% |
| Jaiswal et al., 2020 [23] | CT | 1230 | 1262 | NA | 2492 | 96% |
| Proposed Work | CXR | 712 | 357 | 880 | 1949 | Model 1: 96.8% Model 2: 96.8% |