Table 6 Random forest model results.
Subcortical/cortical model | Dynamic FC metric | FBTCS+/FBTCS− | p value | Significance ratio |
|---|---|---|---|---|
A. FBTCS+ versus FBTCS− Outcomes (Classification Accuracy = 70%) | ||||
Thalamus/Cortical | Recruitment Right DAN | FBTCS+ | 0.001 | 1 |
Thalamus/Cortical | Recruitment Left anterior thalamus | FBTCS+ | 0.007 | 0.94 |
Striatum/Cortical | Recruitment Right DAN | FBTCS+ | 0.001 | 1.000 |
Striatum/Cortical | Integration Left caudate/Left VAN | FBTCS+ | 0.001 | 1.000 |
Cerebellum/Cortical | Integration Right cereb5/Left VAN | FBTCS+ | 0.060 | 1.000 |
Subcortical/cortical model | Dynamic FC metric | FBTCS+remote/current History | p value | Significance ratio |
|---|---|---|---|---|
B. FBTCS+Current versus FBTCS+Remote Outcomes (Classification Accuracy = 78.18%) | ||||
Thalamus/Cortical | Recruitment Left Anterior thalamus | FBTCS+Current | 0.008 | 0.966 |
Striatum/Cortical | Integration Left caudate/Left control | FBTCS+Current | 0.005 | 0.984 |
Striatum/Cortical | Integration Right caudate/Left control | FBTCS+Current | 0.008 | 1.000 |
Cerebellum/Cortical | Integration Left cereb5/Left DMN | FBTCS+Current | 0.020 | 1.000 |
