Table 4.
Top 20 FC features (with the highest absolute bootstrap ratios) for gender and brain Volume predictions
| For Gender prediction | For Brain volume prediction |
|---|---|
| Precuneus (DE)—temporal (SE) | Occipital (DE)—med‐cerebellum (CE) |
| Post‐cingulate (DE)—sup‐frontal (DE) | dlPFC (FP)—vent‐aPFC (FP) |
| Fusiform (DE)—inf‐temporal (DE) | vFC (CO)—precentral‐gyrus (SE) |
| Occipital (DE)—thalamus (CO) | Post‐cingulate (DE)—vmPFC (DE) |
| mFC (CO)—thalamus (CO) | Occipital (OC)—post‐occipital (OC) |
| IPS (DE)—mPFC (DE) | Angular‐gyrus (DE)—fusiform (DE) |
| IPL (FP)—mid‐insula (SE) | vPFC (FP)—fusiform (DE) |
| Occipital (DE)—med‐cerebellum (CE) | Thalamus (CO)—occipital (OC) |
| vmPFC (DE)—vFC (CO) | Precuneus (DE)—temporal (SE) |
| Fusiform (DE)—post‐cingulate (DE) | Precuneus (DE)—occipital (OC) |
| Fusiform (DE)—sup‐frontal (DE) | Thalamus (CO)—thalamus (CO) |
| Occipital (OC)—inf‐cerebellum (CE) | Post‐cingulate (DE)—med‐cerebellum (CE) |
| IPS (FP)—inf‐temporal (DE) | Fusiform (DE)—vmPFC (DE) |
| Post‐cingulate (DE)—vmPFC (DE) | vlPFC (FP)—fusiform (CO) |
| vmPFC (DE)—post‐occipital (OC) | vFC (CO) — precentral‐gyrus (SE) |
| vlPFC (DE)—med‐cerebellum (CE) | Angular‐gyrus (DE)—med‐cerebellum (CE) |
| Angular‐gyrus (DE)—fusiform (DE) | Occipital (DE)—vlPFC (DE) |
| dFC (SE)—SMA (SE) | Thalamus (CO)—occipital (OC) |
| Thalamus (CO)—occipital (OC) | Precentral‐gyrus (SE)—SMA (SE) |
| IPL (FP)—temporal (SE) | dlPFC (FP)—vlPFC (FP) |
Note. Each row represents an FC between two ROIs. FC features are ordered (high to low) based on the average absolute bootstrap ratio across three multi‐run methods. FC features that are common between gender prediction and brain volume prediction are highlighted in bold font. The network to which the ROI belongs to is presented in parenthesis.
Network acronym: FP = fronto‐parietal; DE = default; CO = cingulo‐opercular; SE = sensorimotor; OC = occipital; CE = cerebellum