Table 1 Performance comparison of different candidate nodule detection network.
From: Pulmonary nodules detection based on multi-scale attention networks
Model | Sensitivity | CPM | Avg. candidates/scan | Model size/MB |
|---|---|---|---|---|
(A) ResNet | 0.938 | 0.826 | 33.6 | 20.54 |
(B) Res2Net | 0.950 | 0.831 | 36.5 | 12.48 |
(C) Res2Net + PAO | 0.953 | 0.835 | 32.5 | 12.48 |
(D) Res2Net + PAO + SE | 0.966 | 0.852 | 38.3 | 12.53 |
(E) Res2Net + PAO + CQAM | 0.963 | 0.856 | 27.4 | 12.49 |
