Table 9.
Comparison of results obtained with the proposed methodology and those of related works.
Work | Dataset | A | P | F |
---|---|---|---|---|
He et al. [24] | COVID-CT | 0.850 | ||
Chen et al. [10] | 0.870 | 0.885 | ||
Carvalho et al. [22] | 0.950 | 0.949 | 0.950 | |
Carvalho et al. [14] | 0.978 | 0.979 | 0.978 | |
Gifani et al. [23] | 0.850 | 0.857 | ||
Hou et al. [28] | 0.981 | |||
Loey et al. [29] | 0.829 | |||
Chaudhary and Pachori [17] | SARS-CoV-2 CT-Scan | 0.976 | 0.970 | 0.970 |
Jaiswal et al. [26] | 0.962 | 0.962 | 0.962 | |
Kaur et al. [20] | 0.993 | 0.992 | 0.994 | |
Wang et al. [19] | SARS-CoV-2 CT-Scan | 0.908 | 0.957 | 0.908 |
COVID-CT | 0.786 | 0.780 | 0.788 | |
Sen et al. [21] | SARS-CoV-2 CT-Scan | 0.983 | 0.982 | 0.980 |
COVID-CT | 0.900 | 0.935 | 0.885 | |
Our work | SARS-CoV-2 CT-Scan | 0.997 | 0.998 | 0.997 |
COVID-CT | 0.987 | 0.986 | 0.987 |