TABLE IV.
Comparison (using the mean Dice index) of aggregation strategies (majority voting vs STAPLE) on the NA0-NIREP 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 |
|---|---|---|---|
|
| |||
| Occipital Lobe | 0.79 - 0.81 | 0.75 - 0.74 | 0.78 - 0.80 |
| Cingulate Gyrus | 0.77 - 0.80 | 0.77 - 0.78 | 0.76 - 0.79 |
| Insula Gyrus | 0.85 - 0.88 | 0.84 - 0.87 | 0.84 - 0.87 |
| Temporal Pole | 0.83 - 0.87 | 0.81 - 0.86 | 0.82 - 0.86 |
| Superior Temporal Gyrus | 0.75 - 0.74 | 0.75 - 0.74 | 0.74 - 0.73 |
| Infero Temporal Region | 0.84 - 0.84 | 0.82 - 0.81 | 0.83 - 0.83 |
| Parahippocampal Gyrus | 0.82 - 0.84 | 0.80 - 0.83 | 0.81 - 0.83 |
| Frontal Pole | 0.82 - 0.82 | 0.81 - 0.81 | 0.81 - 0.80 |
| Superior Frontal Gyrus | 0.80 - 0.81 | 0.79 - 0.80 | 0.80 - 0.80 |
| Middle Frontal Gyrus | 0.78 - 0.77 | 0.78 - 0.76 | 0.78 - 0.76 |
| Inferior Gyrus | 0.70 - 0.75 | 0.70 - 0.74 | 0.69 - 0.74 |
| Orbital Frontal Gyrus | 0.84 - 0.84 | 0.83 - 0.83 | 0.83 - 0.83 |
| Precentral Gyrus | 0.76 - 0.74 | 0.74 - 0.73 | 0.75 - 0.73 |
| Superior Parietal Lobule | 0.75 - 0.73 | 0.74 - 0.73 | 0.74 - 0.72 |
| Inferior Parietal Lobule | 0.78 - 0.74 | 0.77 - 0.74 | 0.77 - 0.73 |
| Postcentral Gyrus | 0.70 - 0.65 | 0.64 - 0.59 | 0.69 - 0.63 |