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

Table 10.

Comparison of descriptive statistics from models trained with segments, segments with vessel (color channel) and segments with spleen on non-contrast image cohort CNC.

Seg 1, N = 20 (IntraMD2a = 0.88)
(InterMD2b = 0.82)
Seg 2, N = 201 (IntraMD2a = 0.88) (InterMD2b = 0.85) Seg 3, N = 201 (IntraMD2a = 0.94) (InterMD2b = 0.91) Seg 4, N = 201 (IntraMD2a = 0.92) (InterMD2b = 0.88) Seg 5–8, N = 201 (IntraMD2a = 0.99) (InterMD2b = 0.96) Spleen, N = 201
MpaU-Net1 MnnUnet1 Mseg+spleen1 MpaU-Net1 MnnUnet1 Mseg+spleen1 MpaU-Net1 MnnUnet1 Mseg+spleen1 MpaU-Net1 MnnUnet1 Mseg+spleen1 MpaU-Net1 MnnUnet1 Mseg+spleen1 Mseg+spleen1
Dice 0.83 0.81 0.81 0.82 0.79 0.77 0.88 0.89 0.87 0.83 0.85 0.84 0.95 0.96 0.95 0.96
0.78, 0.15 0.68, 0.26 0.70, 0.24 0.78, 0.11 0.78, 0.09 0.78, 0.09 0.87, 0.06 0.87, 0.06 0.87, 0.05 0.81, 0.10 0.83, 0.08 0.83, 0.08 0.94, 0.05 0.94, 0.03 0.94, 0.03 0.94, 0.06
0.94, 0.35 0.89, 0.00 0.89, 0.06 0.92, 0.49 0.89, 0.59 0.90, 0.62 0.94, 0.75 0.95, 0.76 0.94, 0.76 0.96, 0.57 0.94, 0.60 0.94, 0.59 0.99, 0.76 0.97, 0.86 0.97, 0.86 0.97, 0.72
HD953 7 9 9.0 7 8 9.5 6 7 7.2 9 9 8.0 5 6 5.9 2.5
21, 32 11, 8 10.6, 5.2 11, 8 12, 10 12.8, 9.8 7, 6 8, 3 7.5, 2.9 16, 22 10, 4 9.9, 4.3 7, 5 8, 6 6.6, 3.1 5.0, 4.9
96, 4 32, 4 22.8, 4.8 39, 4 44, 6 44.1, 4.9 29, 3 18, 5 15.1, 4.0 107, 4 17, 3 18.1, 2.9 23, 1 29, 2 13.5, 2.8 15.9, 2.0
Avg.HDA3 0.53 0.57 0.58 0.56 0.63 0.81 0.28 0.33 0.36 0.62 0.55 0.56 0.12 0.14 0.13 0.07
1.53, 2.85 1.35, 1.53 1.31, 1.39 0.88, 0.75 0.97, 0.86 1.02, 0.86 0.38, 0.29 0.42, 0.27 0.41, 0.26 0.94, 0.97 0.66, 0.51 0.65, 0.49 0.22, 0.34 0.24, 0.24 0.18, 0.13 0.23, 0.39
12.54, 0.16 5.75, 0.26 5.07, 0.27 2.89, 0.19 3.91, 0.32 3.74, 0.28 1.23, 0.12 1.13, 0.12 1.13, 0.13 3.37, 0.11 2.40, 0.10 2.25, 0.10 1.60, 0.03 1.10, 0.04 0.43, 0.04 1.57, 0.03
MDA 2.13 2.48 2.71 2.06 2.47 2.66 1.67 1.80 1.79 2.52 2.71 2.45 1.47 1.50 1.53 0.96
3.66, 4.79 3.48, 2.60 3.59, 2.56 2.50, 1.11 3.00, 1.70 3.19, 1.83 1.95, 0.90 2.07, 0.67 2.08, 0.69 3.24, 2.15 2.75, 1.07 2.75, 1.08 1.69, 1.15 1.84, 0.81 1.64, 0.62 1.34, 0.95
22.68, 0.89 10.46, 0.97 12.62, 1.33 5.26, 1.22 8.56, 1.62 8.29, 1.55 5.11, 1.14 3.46, 1.27 3.56, 1.11 9.46, 0.96 5.79, 1.04 5.68, 1.25 6.00, 0.48 3.55, 0.89 3.15, 0.82 4.40, 0.59
PDV 9 18 18 15 13 12 6 5 5 9 7 10 3 4 4 5
23, 31 27, 25 30, 29 21, 23 19, 16 19, 18 8, 8 8, 8 7, 6 19, 19 8, 6 10, 6 6, 11 5, 5 5, 5 7, 6
124, 0 81, 1 97, 1 103, 1 51, 0 55, 0 22, 1 30, 1 17, 1 61, 1 20, 1 23, 0 51, 0 19, 0 17, 0 22, 1

1Data in each cell is organized as row 1 = Median, row 2 = Mean, Standard deviation, row 3 = Max, Min; 1MnnUnet = model trained with segments only, Mseg+spleen = Model trained with Segments and Spleen as labels, Mvess = Model trained with segments as label and vessel as color channel.

2aIntraMD = Intra-observer mean dice.

2bInterMD = Inter-observer mean dice.

3HD = Hausdorff distance (95 = 95th percentile and A = Average) in mm, MDA = Mean Distance to Agreement in mm, PDV = percent difference in volume.