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Table 2 Top 10 most relevant topological properties of brain regions for Deep Learning classification analysis a

From: Using deep learning to classify pediatric posttraumatic stress disorder at the individual level

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

  1. aAll brain regions are from AAL (automated anatomical labelling)
  2. Abbreviation: R, L right, left hemisphere