Table 1.
Review of COVID-19 detection methods
| References | Year | Method | Sens.% | Spec.% | Acc.% |
|---|---|---|---|---|---|
| (Narin et al. 2021a) | 2021 | Pre-trained models | – | 98.2 | 96.1 |
| Maghdid et al. (2021) | 2021 | TL and AlexNet | 72 | 100 | 94.1 |
| Jaiswal et al. (2020) | 2020 | TL and DenseNet201 | – | – | 99.82 |
| Minaee et al. (2020) | 2020 | TL and ResNet18 | 98 | 90.7 | – |
| Heidari et al. (2020) | 2020 | TL and VGG16 | 98 | 100 | 94.5 |
| Hemdan et al. (2020) | 2020 | COVIDX-Net | 100 | 80 | – |
| Afshar et al. (2020) | 2020 | COVID-CAPS | – | – | 98.3 |