Research Article

Identifying ADHD-Related Abnormal Functional Connectivity with a Graph Convolutional Neural Network

Table 3

Classification of brain regions with a high contribution.

Brain areaContribution rate (%)Brain areaContribution rate (%)

Rectus_R3.13Cerebelum_Crus2_L2.26
Temporal_Sup_R3.12Temporal_Inf_L2.25
Frontal_Sup_Orb_R,3.00Vermis_92.25
Putamen_L2.96Postcentral_R2.20
Angular_L2.93Frontal_Sup_Orb_L2.16
Supramarginal_R2.92Temporal_Inf_R2.16
Cerebelum_Crus1_R2.84Vermis_12.15
Rectus_L2.80Pallidum_L2.09
Lingual_L2.79Rolandic_Oper_R2.07
Paracentral_L2.71Temporal_Sup_L2.07
Temporal_Mid_R2.58Lingual_R2.06
Heschl_R2.53Precuneus_R2.05
Temporal_pole_sup_L2.48Putamen_R2.05
Caudate_L2.41Insula_R2.03
Cerebelum_8_L2.40Cerebelum_Crus2_R2.02
Vermis_82.37Pallidum_L2.01
Insula_L2.30Heschl_L2.00