Table 1 Comparison of the 3D segmentation performances of different model structures
From: Multi-view secondary input collaborative deep learning for lung nodule 3D segmentation
Models | ASD | HSD | Dice | PPV | SEN |
|---|---|---|---|---|---|
MV-CNN | 0.20 ± 0.030 | 2.78 ± 0.52 | 0.86 ± 0.18 | 0.939 ± 0.026 | 0.921 ± 0.095 |
MV-I-CNN | 0.18 ± 0.07 | 4.80 ± 1.61 | 0.87 ± 0.03 | 0.917 ± 0.005 | 0.9620 ± 0.001 |
MV-SIR | 0.072 ± 0.033 | 1.293 ± 0.533 | 0.926 ± 0.035 | 0.936 ± 0.022 | 0.981 ± 0.113 |