Table 7.

Shows stats between male and female DCs (7 b) estimated using region-based (ROIs) HCP dataset. We clearly see that females have hyper-connectivity in DMN and hypo-connectivity in SMN as compare to males. Female group has higher connectivity scores in DMN compared to SMN and male DMN whereas male group has higher connectivity in SMN compared to DMN and female SMN. This shows that our learned model accurately captures the differences in DMN and SMN connectivity among males and females and uses that for classification. F - Female, M - Male, L - Left, R - Right. Table 6 shows the p-value significance ranges.

Network 1	Network 2	Test Type	P-value	Avg. Connectivity 1	Avg. Connectivity 2
F_All	M_All	t-test	1e-14	0.455	0.533
		manwhitneyu	1e-25
F_L_DM_temp	F_L_SM	t-test	2e-3	0.689	0.632
		manwhitneyu	4e-3
F_R_DM_temp	F_R_SM	t-test	7e-4	0.671	0.593
		manwhitneyu	4e-4
M_L_DM_temp	M_L_SM	t-test	2e-7	0.567	0.622
		manwhitneyu	1e-3
M_R_DM_temp	M_R_SM	t-test	9e-4	0.558	0.611
		manwhitneyu	2e-4
F_L_DM_temp	M_L_DM_temp	t-test	4e-5	0.689	0.567
		manwhitneyu	6e-5
F_R_DM_temp	M_R_DM_temp	t-test	8e-5	0.671	0.558
		manwhitneyu	3e-5
F_L_DM_pCunPCC	F_L_SM	t-test	2e-4	0.718	0.632
		manwhitneyu	1e-3
F_R_DM_pCunPCC	F_R_SM	t-test	1e-5	0.758	0.593
		manwhitneyu	5e-5
M_L_DM_pCunPCC	M_L_SM	t-test	2e-7	0.548	0.622
		manwhitneyu	3e-4
M_R_DM_pCunPCC	M_R_SM	t-test	1e-2	0.547	0.611
		manwhitneyu	1e-2
F_L_DM_pCunPCC	M_L_DM_pCunPCC	t-test	2e-4	0.718	0.548
		manwhitneyu	3e-4
F_R_DM_pCunPCC	M_R_DM_pCunPCC	t-test	3e-4	0.758	0.547
		manwhitneyu	7e-4
F_L_SM	M_L_SM	t-test	1e-1	0.632	0.622
		manwhitneyu	4e-1
F_R_SM	M_R_SM	t-test	1e-2	0.593	0.611
		manwhitneyu	2e-3