TABLE 1.
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).