Table 7.
Edges with significant weights by permutation test of the elastic net regression of MDS-UPDRS-III scores for the LSTM model.
| Edges connecting ROIs | P-value | Direction |
|---|---|---|
| Calcarine sulcus, left-Postcentral gyrus, right | 0.0004 | Decreased |
| Calcarine sulcus, right-Postcentral gyrus, right | 0.0005 | Decreased |
| Superior occipital gyrus, right-Postcentral gyrus, right | 0.0019 | Decreased |
| Superior occipital gyrus, left-Postcentral gyrus, right | 0.0089 | Decreased |
| Calcarine sulcus, left- Calcarine sulcus, right | 0.0106 | Decreased |
| Vermis_10-Superior occipital gyrus, left | 0.0217 | Increased |
| Middle frontal gyrus, orbital part, right-Superior occipital gyrus, right | 0.0233 | Decreased |
| Posterior cingulate gyrus, right-Cerebellum_6, right | 0.0234 | Decreased |
| Vermis_10-Postcentral gyrus, right | 0.0238 | Increased |
| Inferior frontal gyrus, orbital part, right-Postcentral gyrus, right | 0.0243 | Decreased |
| Middle frontal gyrus, orbital part, right-Cerebellum_6, right | 0.0258 | Decreased |
| Vermis_10-Supplementary motor area, left | 0.0325 | Increased |
| Calcarine sulcus, right-Superior occipital gyrus, left | 0.0434 | Decreased |