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. 2022 Feb 1;22(3):1107. doi: 10.3390/s22031107

Table 1.

Results for our cross-validation experiments: Dice scores listed by anatomical structures of our 3D experiments using FeatCNN for feature extraction and MI Loss, NCC2 Loss, Label Loss or our Cycle Discrepancy for training.

Liver Spleen Lkidney Rkidney Mean
initial 59.32 36.90 36.59 37.02 42.46
± 14.03 ± 19.49 ± 19.53 ± 22.08 ± 18.78
FeatCNN + MI Loss 75.07 63.17 69.86 64.46 68.14
± 9.38 ± 22.13 ± 26.34 ± 29.45 ± 21.92
FeatCNN + NCC2 Loss 75.08 61.09 72.19 64.04 68.10
± 12.22 ± 23.69 ± 27.51 ± 31.76 ± 23.80
FeatCNN + Cycle Discrepancy 77.95 69.89 70.18 71.85 72.30
± 8.16 ± 16.00 ± 24.34 ± 34.40 ± 20.75
FeatCNN + Label Loss 81.24 73.84 83.15 79.97 79.55
± 8.75 ± 18.32 ± 26.62 ± 33.59 ± 21.82