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. 2024 Jun 12;18:1415085. doi: 10.3389/fninf.2024.1415085

TABLE 1.

For each metric [root mean square error RMSE, mean absolute error MAE, structural similarity index measure (SSIM)] the mean and standard deviation across all subjects is shown.

HCP TLE MS
RMSE
10 DW 0.046 ± 0.002 0.1 ± 0.005 0.1 ± 0.011
7 DW 0.05 ± 0.002 0.117 ± 0.023 0.113 ± 0.02
4 DW 0.069 ± 0.003 0.137 ± 0.021 0.139 ± 0.019
MAE
10 DW 0.035 ± 0.002 0.079 ± 0.005 0.078 ± 0.009
7 DW 0.039 ± 0.002 0.088 ± 0.017 0.086 ± 0.014
4 DW 0.052 ± 0.002 0.104 ± 0.015 0.107 ± 0.014
SSIM
10 DW 0.9 ± 0.008 0.743 ± 0.016 0.698 ± 0.05
7 DW 0.89 ± 0.009 0.645 ± 0.092 0.57 ± 0.096
4 DW 0.82 ± 0.014 0.544 ± 0.081 0.419 ± 0.073

Each column represents a dataset (HCP, TLE, MS) and each row represents a different network varying the number of diffusion weighted volumes as input (10, 7, 4 diffusion weighted volumes).