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Table 3 Top 50 relevant connections contributing to the SVM classification

From: Disruption of the white matter structural network and its correlation with baseline progression rate in patients with sporadic amyotrophic lateral sclerosis

White matter connection

Predictive weight

Hippocampus L to Thalamus R

0.105

Inferior orbital frontal gyrus R to Calcarine R

0.104

Lingual gyrus R to Middle occipital gyrus L

0.095

Middle occipital gyrus L to Putamen L

0.095

Calcarine R to Middle temporal gyrus R

0.094

Superior occipital gyrus L to Inferior temporal gyrus L

0.093

Superior frontal gyrus L to Caudate R

0.093

Hippocampus R to Superior occipital gyrus L

0.092

Superior frontal gyrus R to Supplemental motor area L

0.092

Postcentral gyrus L to Inferior temporal gyrus L

0.091

Precuneus R to Superior temporal gyrus L

0.090

Inferior frontal gyrus (triangular part) R to Superior occipital gyrus R

0.089

Posterior cingulum R to Calcarine L

0.088

Middle orbital frontal gyrus R to Calcarine R

0.087

Inferior orbital frontal gyrus L to Middle occipital gyrus L

0.087

Precuneus L to Thalamus R

0.087

Posterior cingulum L to Calcarine R

0.086

Olfactory R to Caudate L

0.086

Rectus L to Calcarine L

0.086

Superior parietal gyrus R to Thalamus R

0.086

Inferior frontal gyrus (triangular part) R to Cuneus R

0.085

Superior frontal gyrus L to Medial superior frontal gyrus R

0.084

Superior orbital frontal gyrus L to Middle occipital gyrus L

0.084

Inferior orbital frontal gyrus L to Superior occipital gyrus L

0.084

Middle occipital gyrus L to Precuneus R

0.084

Calcarine L to Putamen L

0.084

Inferior frontal gyrus (triangular part) R to Calcarine R

0.083

Insula L to Calcarine L

0.083

Inferior orbital frontal gyrus R to Lingual R

0.082

Calcarine L to Caudate L

0.082

Superior temporal gyrus R to Inferior temporal gyrus R

0.082

Middle occipital gyrus R to Precuneus L

0.082

Medial superior frontal gyrus L to Precuneus L

0.081

Inferior orbital frontal gyrus L to Calcarine L

0.081

Insula L to Middle temporal gyrus L

0.081

Calcarine L to Middle occipital gyrus R

0.081

Superior medial frontal gyrus R to Medial orbital frontal gyrus L

0.081

Hippocampus R to Thalamus L

0.081

Cuneus R to Occipital Mid L

0.080

Amygdala L to Calcarine L

0.080

Hippocampus R to Occipital Mid L

0.079

Middle cingulum R to Postcentral gyrus R

0.079

Angular L to Precuneus L

0.079

Medial superior frontal gyrus L to Caudate R

0.079

Superior occipital gyrus R to Middle occipital gyrus L

0.079

Middle orbital frontal gyrus L to Calcarine L

0.079

Lingual R to Superior occipital gyrus L

0.079

Calcarine L to Superior temporal gyrus L

0.079

Superior frontal gyrus R to Medial orbital frontal gyrus L

0.079

Cuneus R to Putamen R

0.079

  1. L left, R right