Table 1.
Datasets used in various studies showing their Sensitivity (Se)/Specificity (Sp)/Accuracy (Acc).
| S.No. | Author(s) | Dataset | Dataset Source | Se/Sp/Acc |
|---|---|---|---|---|
| 1. | Panwar et al. [4] | SARS-COV-2 CT | https://www.kaggle.com/plameneduardo/sarscov2-ctscan-dataset/notebooks | 94.04/95.84/95.00 |
| 2. | Jaiswal et al. [11] | 96.29/96.21/96.25 | ||
| 3. | Singh et al. [13] | 90.5/90.5/93 | ||
| 4. | Alshazly et al. [19] | 99.10/99.60/99.40 | ||
| 5. | Silva et al. [20] | 98.80/NA/98.99 | ||
| 6. | Dina A. Ragab and Omneya Attallah [22] | 99/NA/99 | ||
| 7. | Mishra et al. [7] | COVID-CT | https://github.com/UCSD-AI4H/COVID-CT | 88.00/90.00/88.00 |
| 8. | E. Matsuyama [10] | 90.40/93.30/92.20 | ||
| 9. | Loey et al. [12] | 77.60/87.62/82.91 | ||
| 10. | Cuong Do and Lan Vu [15] | NA/NA/85.00 | ||
| 11. | He et al. [17] | NA/NA/86.00 | ||
| 12. | Sakagianni et al. [18] | 90.20/86.10/88.30 | ||
| 13. | Ewen et al. [21] | NA/NA/86.21 | ||
| 14. | Wang et al. [16] | Not available/disclosed | Not available/disclosed | 79.35/71.43/85.00 |
| 15. | Li et al. [14] | Data collected from 6 different hospitals | 90.00/95.00/NA | |
| 16. | Ni et al. [5] | Data collected from three Chinese hospitals | 100/NA/NA | |
| 17. | Xiao et al. [6] | Data collected from patients of the People's Hospital of Honghu | NA/NA/81.90 | |
| 18. | Ko et al. [8] | COVID-19 Database | https://www.sirm.org/en/category/articles/covid-19-database/ | 99.50/100/99.80 |
| 19. | Song et al. [9] | Images of COVID-19 positive and negative pneumonia patients | https://data.mendeley.com/datasets/kk6y7nnbfs/1 | 80.00/75.00/NA |