Skip to main content

Table 3 The most important features (importance scores over the 99\(^{th}\) percentile).

From: Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders

Brain Regions (Measurement)

Cohen’s d

Right Postcentral Gyrus

-

Left Juxtapositional Lobule Cortex

-

Right Thalamus

-

Right Middle Temporal Gyrus

+

Right Middle Temporal Gyrus (posterior division)

-

Left Angular Gyrus

-

Right Inferior Frontal Gyrus (pars triangularis)

-

Right Frontal Operculum Cortex

-

Right Temporal Pole

-

Left Angular Gyrus

-

Right Middle Temporal Gyrus (posterior division)

-

Left Middle Temporal Gyrus

-

Right Frontal Orbital Cortex

-

Left Middle Temporal Gyrus

-

Left Occipital Pole

-

Left Subcallosal Cortex

+

Right Superior Frontal Gyrus

-

Left Cuneal Cortex

-

Left Occipital Fusiform Gyrus

-

Left Subcallosal Cortex

+

Left Inferior Temporal Gyrus (temporooccipital part)

-

Left Planum Temporale

-

Right Frontal Orbital Cortex

-

Left Angular Gyrus

-

Superior Temporal (ThickAvg)

+

Left Middle Temporal Gyrus (posterior division)

-

Right Middle Temporal Gyrus (posterior division)

-

Left Superior Parietal Lobule

-

Left Superior Temporal Gyrus (posterior division)

-

Left Frontal Pole

-

Right Inferior Frontal Gyrus (pars triangularis)

+

Right Superior Parietal Lobule

-

Right Central Opercular Cortex

+

Left Planum Temporale

-

Right Frontal Operculum Cortex

+

Right Cingulate Gyrus (posterior division)

-

Left Cingulate Gyrus (posterior division)

-

Left Angular Gyrus

-

Right Inferior Frontal Gyrus (pars triangularis)

-

Right Middle Temporal Gyrus (anterior division)

-

Left Superior Temporal Gyrus (anterior division)

+

Left Frontal Pole

-

Left Temporal Pole

-

Medial Orbitofrontal (ThickAvg)

+

Left Heschl’s Gyrus (H1 and H2)

-

Left Superior Temporal Gyrus (anterior division)

-

Right Cingulate Gyrus (posterior division)

-

Right Temporal Occipital Fusiform Cortex

+

Pericalcarine (GrayVol)

-

  1. The reported sign indicates whether the feature mean is larger/smaller (\(+/-\)) in the group of subjects with ASD with respect to TD controls. The structural features are highlighted in italics