Table 2.

Top 10 most relevant topological properties of brain regions for Deep Learning classification analysis ^a

Topological property	Brain regions	Contributions
Nodal betweenness	Middle frontal gyrus R	0.0079
Nodal betweenness	Amygdala L	0.0078
Nodal betweenness	Supplementary motor area R	0.0077
Nodal betweenness	Rolandic operculum L	0.0076
Nodal degree	Middle frontal gyrus R	0.0075
Nodal degree	Superior parietal gyrus L	0.0074
Nodal efficiency	Anterior cingulate and paracingulate L	0.0072
Nodal degree	Median cingulate and paracingulate L	0.0072
Nodal betweenness	Median cingulate and paracingulate L	0.0071
Nodal efficiency	Middle frontal gyrus R	0.0071

^aAll brain regions are from AAL (automated anatomical labelling)

Abbreviation: R, L right, left hemisphere