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. 2023 Sep 24;10(10):1119. doi: 10.3390/bioengineering10101119

Table 2.

The Dice Results of NPC Segmentation Task (%, Mean ± Standard Deviation).

Methods U-Net Attention U-Net CE-Net UNet++ CPF-Net Res-U-Net Dense-U-Net SECP-Net
Organs
Temporal Lobe_L 86.55 ± 0.51 88.49 ± 0.60 86.01 ± 1.44 89.04 ± 0.47 88.17 ± 0.75 86.21 ± 0.45 86.63 ± 0.92 88.56 ± 0.66
Temporal Lobe_R 86.16 ± 0.61 86.66 ± 0.59 85.45 ± 1.20 87.75 ± 0.50 87.18 ± 0.81 87.33 ± 0.53 86.37 ± 1.18 87.55 ± 0.61
Eye_L 75.73 ± 0.73 77.46 ± 0.66 73.44 ± 1.11 79.92 ± 0.52 77.97 ± 0.63 77.52 ± 0.74 77.14 ± 0.46 81.19 ± 0.77
Eye_R 75.68 ± 0.82 80.33 ± 0.67 75.61 ± 1.08 80.03 ± 0.56 79.39 ± 0.67 77.64 ± 0.58 78.28 ± 0.79 80.81 ± 0.71
Mandible_L 86.17 ± 0.65 88.08 ± 0.53 84.82 ± 0.85 88.38 ± 0.57 87.70 ± 0.77 84.48 ± 0.82 85.37 ± 0.56 88.27 ± 0.58
Mandible_R 86.52 ± 0.67 87.10 ± 0.61 85.42 ± 0.79 88.66 ± 0.49 88.04 ± 0.73 85.19 ± 0.86 85.61 ± 0.59 88.60 ± 0.52
Brainstem 82.39 ± 0.68 84.08 ± 0.59 81.22 ± 0.73 84.38 ± 0.54 82.22 ± 0.56 80.40 ± 0.44 82.44 ± 0.64 85.55 ± 0.41
Parotid_L 78.40 ± 0.78 79.48 ± 0.44 76.17 ± 0.77 80.87 ± 0.61 79.61 ± 0.48 79.25 ± 0.35 79.62 ± 0.32 80.35 ± 0.53
Parotid_R 77.34 ± 0.74 78.89 ± 0.46 77.87 ± 0.84 80.53 ± 0.70 78.77 ± 0.56 77.28 ± 0.41 78.44 ± 0.38 80.61 ± 0.48
Spinal cord 88.06 ± 0.35 87.94 ± 0.41 86.41 ± 0.60 88.41 ± 0.38 87.19 ± 0.53 88.17 ± 0.35 88.52 ± 0.65 89.77 ± 0.29
Submandibular_L 72.32 ± 1.13 74.81 ± 0.65 69.46 ± 1.21 75.66 ± 0.87 72.81 ± 1.07 73.82 ± 0.71 72.85 ± 0.81 77.38 ± 0.89
Submandibular_R 72.71 ± 1.24 78.13 ± 0.67 70.04 ± 1.31 77.64 ± 0.89 73.83 ± 1.16 74.10 ± 0.37 73.19 ± 0.42 79.19 ± 0.85
Thyroid 69.77 ± 0.64 71.99 ± 0.71 68.88 ± 0.84 72.57 ± 0.59 70.98 ± 0.53 69.81 ± 0.84 68.61 ± 0.59 74.81 ± 0.39
Ave 79.83 ± 0.73 81.80 ± 0.58 78.52 ± 0.98 82.68 ± 0.59 81.19 ± 0.63 80.09 ± 0.57 80.23 ± 0.64 83.28 ± 0.59