Table 8.
Frequently top‐ranked variables in predicting HAMD total score and its factor scores (F1–F5) in major depressive disorder; 1 means the feature is top ranked in predicting one type of score while 0 means it is not
| Measure | Region | HAMD | F1 | F2 | F4 | F5 | Total count of appearance in top ranked features |
|---|---|---|---|---|---|---|---|
| Mean FA (dMRI) | Right cuneus | 1 | 1 | 1 | 1 | 1 | 5 |
| Gray matter volume (sMRI) | Right choroid plexus | 1 | 1 | 1 | 1 | 1 | 5 |
| Gray matter volume asymmetry (sMRI) | Lingual | 1 | 1 | 1 | 0 | 1 | 4 |
| Gray matter volume asymmetry (sMRI) | Pericalcarine | 1 | 1 | 1 | 1 | 0 | 4 |
| Gray matter volume (sMRI) | Right frontal pole | 1 | 1 | 1 | 1 | 0 | 4 |
| Mean FA (dMRI) | Left inferior parietal | 1 | 1 | 1 | 1 | 0 | 4 |
| Mean FA (dMRI) | Left transverse temporal | 1 | 0 | 1 | 1 | 1 | 4 |
| Volume asymmetry (sMRI) | Cerebellum | 1 | 1 | 0 | 1 | 1 | 4 |
| Gray matter volume asymmetry (sMRI) | Cuneus | 1 | 1 | 1 | 0 | 0 | 3 |
| Gray matter volume asymmetry (sMRI) | Pars triangularis | 1 | 0 | 1 | 0 | 1 | 3 |
| Gray matter volume asymmetry (sMRI) | Precentral | 1 | 0 | 1 | 1 | 0 | 3 |
| Cortical thickness (sMRI) | Left hemisphere (average) | 1 | 0 | 0 | 1 | 1 | 3 |
| Mean FA (dMRI) | Left insula | 1 | 1 | 0 | 1 | 0 | 3 |
| Mean FA (dMRI) | Left pars triangularis | 1 | 1 | 0 | 0 | 1 | 3 |
| Mean FA (dMRI) | Left precuneus | 1 | 1 | 0 | 0 | 1 | 3 |