Table 8.
MKL modelling of the comparison of ‘faces’ vs ‘houses’, based on the Brodmann atlas
| Region | Area Description | Contribution (%) | Size | ER |
|---|---|---|---|---|
| brodmann area 19 | Associative visual cortex (V3,V4,V5) | 69.301764 | 589 | 70.00 |
| brodmann area 30 | Part of cingulate cortex | 8.895519 | 179 | 68.25 |
| brodmann area 23 | Ventral posterior cingulate cortex | 8.204297 | 117 | 65.13 |
| brodmann area 37 | Fusiform gyrus | 5.712166 | 271 | 50.50 |
| brodmann area 33 | Part of anterior cingulate cortex | 2.137109 | 10 | 65.25 |
| Caudate Tail | 1.619009 | 25 | 30.29 | |
| Midline Nucleus | 1.272252 | 4 | 40.33 | |
| Hypothalamus | 0.782331 | 10 | 34.91 | |
| brodmann area 27 | Piriform cortex | 0.778436 | 10 | 45.46 |
| brodmann area 36 | Part of the perirhinal cortex | 0.251014 | 118 | 8.00 |
| Lateral Dorsal Nucleus | 0.236659 | 10 | 25.92 | |
| brodmann area 46 | Dorsolateral prefrontal cortex | 0.232491 | 91 | 8.00 |
| Caudate Head | 0.173804 | 120 | 5.42 | |
| Amygdala | 0.083022 | 94 | 5.17 | |
| brodmann area 1 | Part of primary somatosensory cortex | 0.075739 | 43 | 5.21 |
| brodmann area 29 | Retrosplenial cingulate cortex | 0.064846 | 37 | 2.67 |
| Anterior Commissure | 0.059758 | 5 | 5.42 | |
| Subthalamic Nucleus | 0.059646 | 14 | 5.29 | |
| Medial Dorsal Nucleus | 0.037006 | 64 | 2.67 | |
| Medial Geniculum Body | 0.019957 | 6 | 2.54 | |
| Lateral Geniculum Body | 0.003176 | 4 | 2.67 |
Regions ranked further (i.e. rank >21) have a perfectly null contribution to the model. ER stands for Expected Ranking. The region size is displayed in voxels. The weights were averaged across folds (except for computing ER)