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. Author manuscript; available in PMC: 2020 Apr 12.
Published in final edited form as: Phys Med Biol. 2019 Apr 12;64(8):085019. doi: 10.1088/1361-6560/ab0b64

Table 4:

Values of five evaluation criteria obtained by different methods.

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