Table 12.
MKL modelling of the comparison of ‘faces’ vs ‘scrambled’, based on the HCP atlas
| Region | Area Description | Contribution (%) | Size | ER |
|---|---|---|---|---|
| 2_ROI | Area 2 (part of the somatosensory cortex) | 18.58 | 319.00 | 179.92 |
| PCV_ROI | PreCuneus Visual Area | 8.04 | 119.00 | 176.62 |
| 6d_ROI | Dorsal area 6 (superior premotor subdivions) | 7.61 | 123.00 | 175.77 |
| V6_ROI | Sixth Visual Area | 7.04 | 101.00 | 155.77 |
| PFcm_ROI | Area PFcm (part of the auditory cortex) | 6.74 | 115.00 | 175.00 |
| TE1m_ROI | Area TE1 Middle (lateral temporal cortex) | 5.41 | 98.00 | 147.54 |
| 11l_ROI | Area 11 l (part of the orbital and polar frontal cortex) | 5.34 | 132.00 | 172.81 |
| 44_ROI | Area 44 (part of the inferior frontal cortex) | 4.58 | 197.00 | 130.65 |
| AAIC_ROI | Anterior Agranular Insula Complex |
3.87 | 123.00 | 138.88 |
| 31a_ROI | Area 31a (part of the posterior cingulate cortex) | 3.46 | 68.00 | 54.54 |
| TPOJ3_ROI | Area TemporoParietoOccipital Junction 3 | 3.16 | 46.00 | 149.81 |
| PeEc_ROI | Perirhinal Ectorhinal Cortex | 2.59 | 202.00 | 142.96 |
| 7AL_ROI | Lateral area 7A of the superior parietal cortex | 2.23 | 102.00 | 110.92 |
| MI_ROI | Middle Insular Area | 2.06 | 155.00 | 97.65 |
| 10pp_ROI | Polar 10p (part of orbital and polar frontal cortex) | 1.66 | 9.00 | 115.23 |
| 8BM_ROI | Area 8BM (medial prefrontal cortex) | 1.56 | 231.00 | 96.27 |
| 5mv_ROI | Area 5 m ventral of the superior parietal cortex | 1.42 | 107.00 | 114.77 |
| 6v_ROI | Ventral Area 6 (inferior premotor subdivisions) | 1.22 | 131.00 | 107.58 |
| MBelt_ROI | Medial Belt Complex (Early Auditory Cortex) | 1.14 | 67.00 | 113.42 |
| PoI2_ROI | Posterior Insular Area 2 | 1.00 | 174.00 | 69.96 |
| A5_ROI | Auditory 5 Complex (Auditory Association Cortex) | 0.93 | 212.00 | 33.08 |
| A4_ROI | Auditory 4 Complex | 0.87 | 120.00 | 87.62 |
| 24dd_ROI | Dorsal Area 24d (cingulate motor areas) | 0.77 | 160.00 | 38.73 |
| 10d_ROI | Area 10d (part of Orbital and Polar Frontal Cortex) | 0.67 | 88.00 | 44.88 |
| PGs_ROI | Area PGs (part of inferior parietal cortex) | 0.65 | 227.00 | 68.88 |
| VMV2_ROI | VentroMedial Visual Area | 0.59 | 49.00 | 75.65 |
| PFm_ROI | Area PFm Complex (part of Inferior parietal cortex) | 0.57 | 312.00 | 74.54 |
| pOFC_ROI | posterior OFC Complex (orbital frontal cortex) | 0.54 | 19.00 | 74.92 |
| AVI_ROI | Anterior Ventral Insular Area | 0.52 | 116.00 | 25.88 |
| PoI1_ROI | Area Posterior Insular 1 | 0.45 | 108.00 | 32.12 |
| s6-8_ROI | Superior 6–8 Transitional Area (part of dorsolateral prefrontal cortex) | 0.42 | 107.00 | 37.85 |
| IP2_ROI | Area IntraParietal 2 | 0.40 | 56.00 | 25.85 |
| IFJa_ROI | Area IFJa (part of the inferior frontal cortex) | 0.36 | 59.00 | 37.62 |
| FST_ROI | Area FST (Visual Area) | 0.32 | 70.00 | 56.12 |
| 31pv_ROI | Area 31p ventral (part of the posterior cingulate cortex) | 0.30 | 84.00 | 73.96 |
| 25_ROI | Area 25 (part of Anterior Cingulate and Medial Prefrontal Cortex) | 0.26 | 8.00 | 25.31 |
| PHT_ROI | Area PHT (part of lateral temporal cortex) | 0.25 | 168.00 | 13.15 |
| 55b_ROI | Area 55b (part of premotor cortex) | 0.23 | 115.00 | 19.46 |
| OP1_ROI | Area OP1/SII (Part of Posterior Opercular Cortex) | 0.22 | 92.00 | 12.73 |
| 8BL_ROI | Area 8B Lateral (Part of dorsolateral prefrontal cortex) | 0.20 | 223.00 | 6.65 |
| 47s_ROI | Area 47 s (part of orbital and polar frontal cortex) | 0.20 | 128.00 | 19.19 |
| 23d_ROI | Area 23d (part of posterior cingulate cortex) | 0.13 | 100.00 | 31.15 |
| V2_ROI | Second Visual Area | 0.13 | 744.00 | 12.62 |
| 47m_ROI | Area 47 m (part of orbital and polar frontal cortex) | 0.12 | 70.00 | 24.88 |
| IP1_ROI | Area IntraParietal 1 | 0.12 | 148.00 | 6.54 |
| 3b_ROI | Primary somatosensory cortex | 0.11 | 268.00 | 6.38 |
| V3B_ROI | Area V3b (part of dorsal stream visual cortex) | 0.11 | 20.00 | 36.58 |
| 6ma_ROI | Area 6 m anterior (part of supplementary motor cortex) | 0.11 | 235.00 | 12.62 |
| 45_ROI | Area 45 (part of inferior frontal cortex) | 0.11 | 159.00 | 24.46 |
| 8Av_ROI | Area 8Av (part of dorsolateral prefrontal cortex) | 0.09 | 224.00 | 12.65 |
| 7m_ROI | Area 7 m (part of posterior cingulate cortex) | 0.08 | 122.00 | 6.54 |
| 46_ROI | Area 46 (part of dorsolateral prefrontal cortex) | 0.07 | 172.00 | 19.15 |
| PGp_ROI | Area PGp (part of the Inferior Parietal Cortex) | 0.06 | 144.00 | 6.35 |
| FEF_ROI | Frontal Eye Fields | 0.05 | 106.00 | 6.31 |
| IP0_ROI | Area IntraParietal 0 | 0.04 | 89.00 | 6.35 |
| RI_ROI | RetroInsular Cortex | 0.04 | 64.00 | 6.12 |
| 7Pm_ROI | Medial Area 7P (part of the superior medial parietal cortex) | 0.03 | 81.00 | 12.58 |
| OFC_ROI | Orbitofrontal cortex | 0.03 | 14.00 | 6.15 |
| 4_ROI | Primary Motor Cortex | 0.03 | 477.00 | 12.27 |
| PIT_ROI | Posterior InferoTemporal | 0.02 | 71.00 | 6.23 |
| a47r_ROI | Area anterior 47r (part of inferior frontal cortex) | 0.01 | 276.00 | 18.04 |
| LBelt_ROI | Lateral Belt Complex (early auditory areas) | 0.01 | 43.00 | 6.00 |
| V8_ROI | Eighth Visual Area | 0.01 | 94.00 | 6.08 |
| A1_ROI | Primary Auditory Cortex | 0.01 | 51.00 | 12.12 |
| d23ab_ROI | Area dorsal 23 a + b (part of the posterior cingulate cortex) | 0.01 | 75.00 | 6.04 |
| V3A_ROI | Area V3A (dorsal stream areas) | 0.01 | 117.00 | 6.27 |
Regions ranked further (i.e. rank >66) 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)