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. 2024 Feb 26;14:4678. doi: 10.1038/s41598-024-53997-y

Table 8.

Comparison of descriptive statistics from models trained with segments, segments with vessel (color channel) and segments with spleen on challenge cohort CCH.

Seg 1, N = 251 Seg 2, N = 251 Seg 3, N = 251 Seg 4, N = 251 Seg 5–8, N = 251 Spleen, N = 251
(IntraMD2a = 0.88) N = 331 (IntraMD2a = 0.94) (IntraMD2a = 0.92)  (IntraMD2a = 0.99)
(InterMD2b = 0.82) (InterMD2b = 0.85) (InterMD2b = 0.91) (InterMD2b = 0.88)  (InterMD2b = 0.96)
MpaU-Net1 MnnUnet1 Mseg+spleen1 Mvess1 MpaU-Net1 MnnUnet1 Mseg+spleen1 Mvess1 MpaU-Net1 MnnUnet1 Mseg+spleen1 Mvess1 MpaU-Net1 MnnUnet1 Mseg+spleen1 Mvess1 MpaU-Net1 MnnUnet1 Mseg+spleen1 Mvess1 Mseg+spleen1
Dice 0.87 0.88 0.88 0.88 0.80 0.80 0.80 0.81 0.83 0.85 0.85 0.86 0.80 0.85 0.85 0.84 0.96 0.97 0.97 0.96 0.95
0.85,0.05 0.88,0.04 0.88,0.04 0.87,0.05 0.79, 0.05 0.80, 0.05 0.80, 0.05 0.81, 0.04 0.83, 0.06 0.85, 0.05 0.85, 0.05 0.85, 0.06 0.80, 0.07 0.85, 0.06 0.84, 0.06 0.84, 0.06 0.96, 0.01 0.97, 0.01 0.97, 0.01 0.96, 0.01 0.96, 0.01
0.94,0.72 0.97,0.77 0.96,0.76 0.97,0.77 0.88, 0.67 0.88, 0.65 0.89, 0.65 0.87, 0.68 0.92, 0.67 0.94, 0.67 0.95, 0.70 0.94, 0.65 0.93, 0.66 0.95, 0.74 0.95, 0.73 0.94, 0.72 0.99, 0.92 0.99, 0.95 0.99, 0.95 0.99, 0.94 0.99, 0.93
HD953 5 3.8 3.8 4.3 10 9.8 10.0 10.7 10 9.1 8.8 9.0 14 8.6 8.4 8.9 8 6.1 6.1 6.0 2.0
6, 3 4.1, 2.3 4.2, 2.6 4.4, 2.3 12, 5 11.5, 5.0 11.4, 5.1 12.0, 5.9 11, 4 9.3, 3.2 9.5, 3.2 9.5, 3.0 16, 9 10.5, 4.9 10.8, 5.2 10.5, 5.0 9, 6 7.3, 5.2 7.6, 5.7 7.3, 4.8 1.9, 0.5
15, 2 12.8, 0.7 14.1, 0.7 13.0, 0.7 25, 5 25.9, 5.6 25.2, 5.5 29.3, 5.6 24, 6 15.9, 4.9 16.0, 5.0 16.6, 4.6 43, 4 23.4, 3.1 24.0, 3.2 21.9, 3.4 26, 2 22.8, 1.4 23.2, 1.4 21.9, 1.0 2.8, 0.7
Avg.HDA3 0.26 0.21 0.21 0.22 0.76 0.71 0.69 0.74 0.58 0.45 0.49 0.47 1.17 0.52 0.54 0.45 0.15 0.10 0.09 0.09 0.06
0.35, 0.30 0.25, 0.20 0.25,0.22 0.27,0.20 0.88, 0.53 0.81, 0.46 0.81, 0.47 0.83, 0.45 0.73, 0.52 0.56, 0.33 0.55, 0.27 0.58, 0.37 1.06, 0.64 0.63, 0.48 0.66, 0.51 0.64, 0.47 0.19, 0.14 0.11, 0.09 0.12, 0.11 0.11, 0.09 0.06, 0.02
1.42, 0.06 1.10, 0.02 1.21,0.03 1.08,0.02 2.19, 0.24 2.14, 0.30 2.28, 0.41 1.91, 0.36 1.99, 0.23 1.61, 0.13 1.30, 0.12 1.95,0.18 2.49, 0.12 2.07, 0.07 2.12, 0.07 1.86, 0.08 0.51, 0.01 0.43, 0.01 0.44, 0.01 0.40, 0.01 0.10, 0.00
PDV 14 8 8 11 18 16 18 18 13 9 8 8 9 7 8 6 2 2 3 3 4
17, 12 11, 8 11, 10 12, 8 19, 12 19, 13 19, 11 19, 11 14, 13 12, 9 12, 10 11, 10 11, 8 10, 7 10, 8 9, 8 2, 2 3, 2 3, 2 3, 2 4, 2
52, 1 31, 0 34, 0 31, 1 44, 1 49, 0 50, 2 47, 2 46, 0 37, 1 40, 0 37, 0 26, 0 30, 0 33, 0 30, 0 6, 0 7, 0 7, 0 8, 0 8, 0