Interpretable Learning Approaches in Resting-State Functional Connectivity Analysis: The Case of Autism Spectrum Disorder

Table 2

Analysis of 15 most significant rsFCs.

Connection ID	ROI number	Regions	ASD mean conn	Control mean conn	Mean difference	value
1	72	Caudate_R	0.0919	0.0728	0.0192	0.4390
	107	Cerebelum_10_L
2	44	Calcarine_R	0.7370	0.7256	0.0114	0.4920
	46	Cuneus_R
3	2	Precentral_R	0.5996	0.5474	0.0522	0.0325
	12	Frontal_Inf_Oper_R
4	50	Occipital_Sup_R	0.7175	0.7136	0.0038	0.8445
	52	Occipital_Mid_R
5	5	Frontal_Sup_Orb_L	0.2666	0.2309	0.0357	0.1985
	36	Cingulum_Post_R
6	16	Frontal_Inf_Orb_R	0.4435	0.4311	0.0124	0.6172
	90	Temporal_Inf_R
7	13	Frontal_Inf_Tri_L	0.4219	0.4192	0.0027	0.9201
	16	Frontal_Inf_Orb_R
8	6	Frontal_Sup_Orb_R	0.5359	0.4989	0.0371	0.2355
	26	Frontal_Med_Orb_R
9	44	Calcarine_R	0.6847	0.6632	0.0215	0.3427
	50	Occipital_Sup_R
10	64	SupraMarginal_R	0.3853	0.3586	0.0267	0.3485
	69	Paracentral_Lobule_L
11	38	Hippocampus_R	0.2871	0.2618	0.0253	0.3651
	66	Angular_R
12	36	Cingulum_Post_R	0.2296	0.2110	0.0185	0.5694
	43	Calcarine_L
13	36	Cingulum_Post_R	0.2640	0.2474	0.0167	0.6089
	44	Calcarine_R
14	38	Hippocampus_R	0.4710	0.4123	0.0586	0.0377
	86	Temporal_Mid_R
15	68	Precuneus_R	0.3425	0.3111	0.0314	0.2958
	81	Temporal_Sup_L