GAT-LI: a graph attention network based learning and interpreting method for functional brain network classification

Table 6 Analyses of 10 rsFCs

Connection ID	ROI number	Regions	ASD mean connection	HC mean connection	Mean difference	p value
1	31	Right Superior Parietal Lobule	0.5816	0.5580	0.0237	0.3161
1	33	Right Supramarginal Gyrus; posterior division	0.5816	0.5580	0.0237	0.3161
2	31	Right Superior Parietal Lobule	0.3633	0.3536	0.0097	0.7276
2	38	Right Frontal Medial Cortex	0.3633	0.3536	0.0097	0.7276
3	11	Right Hippocampus	0.2543	0.2191	0.0353	0.2224
3	39	Right Juxtapositional Lobule Cortex (formerly Supplementary Motor Cortex)	0.2543	0.2191	0.0353	0.2224
4	11	Right Hippocampus	0.3320	0.2586	0.0734	0.0097**
4	38	Right Frontal Medial Cortex	0.3320	0.2586	0.0734	0.0097**
5	62	Left Frontal Pole	0.3600	0.4201	− 0.0600	0.0109**
5	19	Right Inferior Frontal Gyrus; pars opercularis	0.3600	0.4201	− 0.0600	0.0109**
6	62	Left Frontal Pole	0.0138	− 0.0081	0.0219	0.4854
6	51	Right Temporal Fusiform Cortex; posterior division	0.0138	− 0.0081	0.0219	0.4854
7	62	Left Frontal Pole	0.4269	0.4778	− 0.0509	0.0375**
7	68	Left Precentral Gyrus	0.4269	0.4778	− 0.0509	0.0375**
8	31	Right Superior Parietal Lobule	0.3830	0.3622	0.0208	0.4224
8	5	Left Amygdala	0.3830	0.3622	0.0208	0.4224
9	62	Left Frontal Pole	− 0.0692	− 0.1137	0.0445	0.1646
9	94	Left Frontal Orbital Cortex	− 0.0692	− 0.1137	0.0445	0.1646
10	62	Left Frontal Pole	0.4016	0.3743	0.0273	0.3308
10	42	Right Cingulate Gyrus; anterior division	0.4016	0.3743	0.0273	0.3308

ISSN: 1471-2105