TABLE III.
Comparison (using the mean Dice index) of aggregation strategies (majority voting vs STAPLE) on the IBSR dataset, using a multipoint estimation approach. When structures are separated into left/right, two overlap scores are reported. Highest overlap rates are shown in bold.
| brain structure (left/right) | pair-wise patch + MV | pair-wise patch + STAPLE | group-wise patch |
|---|---|---|---|
|
| |||
| Cerebral WM | 0.92 - 0.92 | 0.92 - 0.92 | 0.93 - 0.92 |
| Cerebral Cortex | 0.95 - 0.95 | 0.95 - 0.95 | 0.95 - 0.95 |
| Lateral Ventricle | 0.93 - 0.92 | 0.92 - 0.91 | 0.93 - 0.92 |
| Inferior Lat Vent | 0.61 - 0.56 | 0.53 - 0.51 | 0.60 - 0.56 |
| Cerebellum WM | 0.88 - 0.88 | 0.88 - 0.88 | 0.88 - 0.88 |
| Cerebellum Cortex | 0.95 - 0.95 | 0.95 - 0.95 | 0.95 - 0.95 |
| Thalamus | 0.89 - 0.89 | 0.88 - 0.88 | 0.89 - 0.89 |
| Caudate | 0.87 - 0.87 | 0.86 - 0.86 | 0.88 - 0.89 |
| Putamen | 0.88 - 0.87 | 0.86 - 0.85 | 0.89 - 0.89 |
| Pallidum | 0.71 - 0.69 | 0.70 - 0.68 | 0.79 - 0.79 |
| 3rd Ventricle | 0.81 | 0.80 | 0.80 |
| 4th Ventricle | 0.85 | 0.78 | 0.84 |
| Brain Stem | 0.94 | 0.94 | 0.93 |
| Hippocampus | 0.83 - 0.83 | 0.79 - 0.80 | 0.83 - 0.83 |
| Amygdala | 0.76 - 0.74 | 0.72 - 0.70 | 0.75 - 0.75 |
| CSF | 0.69 | 0.66 | 0.68 |
| Accumbens area | 0.66 - 0.63 | 0.65 - 0.63 | 0.68 - 0.66 |
| Ventral DC | 0.82 - 0.82 | 0.83 - 0.83 | 0.82 - 0.82 |