Table 5.
Method | Data Augmentation | Dice | Recall | Precision | VER | AVER | Pearson r |
---|---|---|---|---|---|---|---|
1-step | no | 0.73 ± 0.01 | 0.72 ± 0.01 | 0.75 ± 0.01 | 0.07 ± 0.03 | 0.18 ± 0.02 | 0.84 |
yes | 0.71 ± 0.01 | 0.68 ± 0.02 | 0.76 ± 0.01 | 0.17 ± 0.04 | 0.25 ± 0.04 | 0.77 | |
2-step | no | 0.72 ± 0.01 | 0.70 ± 0.01 | 0.76 ± 0.01 | 0.12 ± 0.03 | 0.19 ± 0.02 | 0.86 |
yes | 0.69 ± 0.01 | 0.65 ± 0.01 | 0.76 ± 0.01 | 0.20 ± 0.04 | 0.26 ± 0.04 | 0.78 | |
FreeSurfer | 0.33 ± 0.01 | 0.42 ± 0.01 | 0.29 ± 0.01 | −0.29 ± 0.03 | 0.32 ± 0.02 | 0.65 | |
FastSurfer | 0.35 ± 0.01 | 0.40 ± 0.01 | 0.32 ± 0.01 | −0.18 ± 0.03 | 0.25 ± 0.02 | 0.59 |