Table 3 Comparison of the proposed candidate nodule detection network with other methods.
From: Pulmonary nodules detection based on multi-scale attention networks
Methods | Number of FPs/Scan | CPM | ||||||
|---|---|---|---|---|---|---|---|---|
0.125 | 0.25 | 0.5 | 1 | 2 | 4 | 8 | ||
Xie5 | 0.439 | 0.688 | 0.796 | 0.852 | 0.864 | 0.864 | 0.864 | 0.775 |
Gu26 | 0.4801 | 0.6495 | 0.7920 | 0.8794 | 0.9163 | 0.9293 | 0.9301 | 0.7967 |
Pezeshk27 | 0.637 | 0.723 | 0.804 | 0.865 | 0.907 | 0.938 | 0.952 | 0.832 ± 0.011 |
Shi28 | * | * | * | * | * | * | * | 0.8375 |
Dou12 | 0.659 | 0.745 | 0.819 | 0.865 | 0.906 | 0.933 | 0.946 | 0.839 |
Zhu14 | 0.692 | 0.769 | 0.824 | 0.865 | 0.893 | 0.917 | 0.933 | 0.842 |
Proposed | 0.732 | 0.774 | 0.830 | 0.866 | 0.917 | 0.929 | 0.946 | 0.856 |
