Table 4.
Ref. | Dataset | #COVID-19 Images |
ACC % | AUC | SN | SP |
---|---|---|---|---|---|---|
Rahman et al. [1] | CIDR | 260 | 89 | - | - | - |
Afshar et al. [45] | Unspecified | N/A | 95 | 0.970 | 0.90 | 0.95 |
Apostolopoulos et al. [4] | CIDR | 450 | 87 | - | 0.97 | 0.99 |
Luz et al. [40] | CIDR | 183 | 93 | - | 0.96 | - |
Ozturk et al. [7] | CIDR | 125 | 87 | - | 0.85 | 0.92 |
Das et al. [9] | CIDR | N/A | 97 | 0.986 | 0.97 | 0.97 |
Wehbe et al. [41] | Multiple institutions | 4253 | 83 | 0.900 | 0.71 | 0.92 |
ViT-B32 | RSNA | 7598 | 96 | 0.991 | 0.96 | 0.96 |