Table 2 Comparison of the 3D segmentation performances of the model with different inputs
From: Multi-view secondary input collaborative deep learning for lung nodule 3D segmentation
Models | ASD | HSD | Dice | PPV | SEN |
|---|---|---|---|---|---|
VH | 0.624 ± 0.242 | 7.79 ± 3.23 | 0.713 ± 0.196 | 0.914 ± 0.036 | 0.807 ± 0.106 |
SH | 0.652 ± 0.043 | 4.632 ± 0.899 | 0.837 ± 0.034 | 0.953 ± 0.097 | 0.965 ± 0.028 |
VH + SH | 0.422 ± 0.104 | 5.086 ± 1.968 | 0.889 ± 0.049 | 0.955 ± 0.005 | 0.972 ± 0.005 |
MV-SIR | 0.072 ± 0.033 | 1.293 ± 0.533 | 0.926 ± 0.035 | 0.936 ± 0.022 | 0.981 ± 0.113 |