Table 3.
Proportion of pathological slices in the key slices group. The first line shows the proportion of pathological slices found only using the capsule network, and the second line shows the proportion after the key slice enhancement method was used in the capsule network. The results of this study are presented in bold font.
Methods | Test indicators | COVID-19 | COVID-19 | COVID-19 |
---|---|---|---|---|
Capsule network | Lesion slices ratio | 40.2% | 66.7% | 57.4% |
Predicted results | Normal | Normal | Normal | |
Capsule + key slices enhancement (Our) | Lesion slices ratio | 46.8% | 67.5% | 66.8% |
Predicted results | COVID-19 | COVID-19 | COVID-19 |