Follow-up Hematoma Synthesis on HemExp Expansion
12.91MAE (IPH)2D*ice
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| 2D*iceDimension=2D, Input features=Imaging (i), Clinical (c), Expansion status (e), Oracle expansion label=true2026.06 | 12.91 | 2.33 | 0.77 | 20.24 | 2.94 | 0.71 | |
| nnUNet-3DDimension=3D2026.06 | 13.9 | 2.33 | 0.72 | 23.95 | 2.87 | 0.67 | |
| 2.5D(3)icepDimension=2.5D, Context slices=3, Input features=Imaging (i), Clinical (c), External HE classifier flag (p)=true2026.06 | 14.32 | 2.17 | 0.8 | 20.03 | 2.82 | 0.73 | |
| 2.5D(3)*iceDimension=2.5D, Context slices=3, Input features=Imaging (i), Clinical (c), Expansion status (e), Oracle expansion label=true2026.06 | 14.4 | 2.15 | 0.8 | 20.17 | 2.83 | 0.73 | |
| 2.5D(5)*iceDimension=2.5D, Context slices=5, Input features=Imaging (i), Clinical (c), Expansion status (e), Oracle expansion label=true2026.06 | 14.9 | 2.19 | 0.79 | 20.61 | 2.72 | 0.73 | |
| 2DicDimension=2D, Input features=Imaging (i), Clinical (c)2026.06 | 15.48 | 2.52 | 0.62 | 26.25 | 3.16 | 0.59 | |
| nnUNet-2DDimension=2D2026.06 | 15.96 | 2.65 | 0.63 | 27.26 | 3.16 | 0.59 | |
| 2DiDimension=2D, Input features=Imaging (i)2026.06 | 15.97 | 2.45 | 0.62 | 25.89 | 3.04 | 0.59 | |
| copy-baseline2026.06 | 18.94 | 2.72 | 0.6 | 28.84 | 3.82 | 0.56 |