Table 3.
Performances of UNet, UNet_MP_Max, and UNet_MP_Aver by 5-fold cross-validation (DC:%, HD:mm, AVD:%).
Tissue | GM | WM | CSF | ||||||
---|---|---|---|---|---|---|---|---|---|
Evaluation Metric | DC | HD | AVD | DC | HD | AVD | DC | HD | AVD |
UNet | 85.94 | 1.85 | 7.09 | 88.83 | 2.39 | 6.82 | 83.79 | 2.31 | 8.30 |
UNet_MP_Max | 86.08 | 1.71 | 6.76 | 89.02 | 1.76 | 6.71 | 84.15 | 2.24 | 7.82 |
UNet_MP_Aver | 85.08 | 1.98 | 8.05 | 88.27 | 2.23 | 7.47 | 82.71 | 2.70 | 8.84 |