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. 2020 Jun;107:215–228. doi: 10.1016/j.future.2020.02.005

Table 4.

As Table 3, but using the independent testing dataset.

Methods AC (%) SE (%) SP (%) DI (%)
2-SD 99.84 ± 0.06 81.38 ± 19.51 99.87 ± 0.07 51.66 ± 19.50
K-means 99.82 ± 0.06 75.92 ± 13.76 99.86 ± 0.06 47.78 ± 15.24
Fuzzy c-means 99.82 ± 0.04 77.78 ± 13.76 99.86 ± 0.05 48.09 ± 16.26
2D U-Net 99.93 ± 0.03 89.14 ± 4.66 99.95 ± 0.01 80.21 ± 9.61
3D U-Net 99.93 ± 0.04 75.22 ± 11.31 99.98 ± 0.01 79.41 ± 8.02
2D V-Net 99.92 ± 0.03 86.39 ± 6.30 99.95 ± 0.02 79.45 ± 8.60
3D V-Net 99.92 ± 0.04 77.07 ± 9.72 99.98 ± 0.01 77.05 ± 9.96
Vesal et al. 99.92 ± 0.03 83.71 ± 10.4 99.96 ± 0.03 76.13 ± 10.9
MV+AT 99.93 ± 0.04 70.83 ± 9.44 99.99 ± 0.01 79.05 ± 8.66
MV+CLSTM 99.30 ± 0.03 65.36 ± 11.17 99.99 ± 0.01 77.10 ± 9.26
SV+CLSTM+AT 99.94 ± 0.03 81.27 ± 7.88 99.97 ± 0.01 82.36 ± 6.51
S-Scar 99.94 ± 0.03 72.39 ± 8.88 99.99 ± 0.01 80.22 ± 0.01
MVTT 99.95 ± 0.02 86.77 ± 4.64 99.98 ± 0.01 86.59 ± 5.60