Multi-view secondary input collaborative deep learning for lung nodule 3D segmentation

Cancer Imaging

Table 3 Comparison of the 3D segmentation performances of our model and other models

Models	ASD	HSD	Dice	PPV	SEN
Shahzad R [33]	1.553 ± 0.376	9.408 ± 3.059	0.885 ± 0.028	0.907 ± 0.052	0.867 ± 0.046
Tziritas G [34]	2.157 ± 0.503	19.723 ± 4.078	0.867 ± 0.047	0.861 ± 0.062	0.889 ± 0.108
U-net [28]	0.940 ± 0.193	8.628 ± 3.390	0.926 ± 0.016	0.940 ± 0.028	0.916 ± 0.048
Roth HR [17]	0.240 ± 0.330	15.086 ± 1.968	0.776 ± 0.157	0.775 ± 0.158	0.837 ± 0.207
Zeng G [35]	1.050 ± 0.360	11.730 ± 6.620	0.905 ± 0.028	0.912 ± 0.168	0.897 ± 0.106
MV-SIR	0.072 ± 0.033	1.293 ± 0.533	0.926 ± 0.035	0.936 ± 0.022	0.981 ± 0.113

ISSN: 1470-7330