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Pretrained models for COVID-19.
| SN | Authors and Citations | Total CT Scan Samples | Pretrained Model | Accuracy (%) | |
|---|---|---|---|---|---|
| Positive COVID-19 | Negative COVID-19 | ||||
| 1 | Halder et al. [206] (2021) | 1252 | 1229 | DenseNet 201 | 97.00 |
| ResNet50 V2 | 96.00 | ||||
| Mobile Net | 95.00 | ||||
| VGG-16 | 94.00 | ||||
| 2 | Kumari et al. [189] (2020) | 987 | 921 | VGG-16 | 87.68 |
| 3-layer CNN | 56.16 | ||||
| 3 | Mishra et al. [211] (2021) | 360 | 397 | Deep CNN | 86.00 |
| 4 | Saood et al. [175] (2021) | 287 | 314 | SegNet | 95.00 |
| Unet | 92.00 | ||||
