Table 4:
DSC | PPV | IoU | SEN | SPC | |
---|---|---|---|---|---|
PIC-Region-growing | 0.55 | 0.60 | 0.40 | 0.74 | 0.985 |
PIC-Chan-Vese | 0.64 | 0.82 | 0.48 | 0.55 | 0.993 |
PIC-Graph-Cut | 0.67 | 0.82 | 0.52 | 0.54 | 0.993 |
PIC-FCN-8s | 0.71 ± 0.009 | 0.65 ± 0.018 | 0.57 ± 0.009 | 0.84 ± 0.010 | 0.988 ± 0.0005 |
PIC-FCN-2s | 0.77 ± 0.013 | 0.71 ± 0.018 | 0.64 ± 0.017 | 0.88 ± 0.014 | 0.989 ± 0.0007 |
U-net-S3 | 0.79 ± 0.011 | 0.80 ± 0.010 | 0.67 ± 0.013 | 0.83 ± 0.011 | 0.994 ± 0.0002 |
PIC-U-net-S3 | 0.80 ± 0.011 | 0.81 ± 0.010 | 0.69 ± 0.032 | 0.84 ± 0.011 | 0.994 ± 0.0002 |
S-CNN | 0.82 ± 0.008 | 0.78 ± 0.010 | 0.71 ± 0.010 | 0.92 ± 0.005 | 0.991 ± 0.0004 |
PIC-S-CNN | 0.84 ± 0.007 | 0.82 ± 0.005 | 0.73 ± 0.010 | 0.89 ± 0.011 | 0.993 ± 0.0002 |