. Author manuscript; available in PMC: 2022 Jul 1.

Published in final edited form as: Med Image Anal. 2021 Mar 4;71:102026. doi: 10.1016/j.media.2021.102026

Table 4. Comparison of the prediction models to predict a WM-2bk-acc score.

The prediction performance was reported in terms of RMSE and correlation coefficient (r) between actual and predicted scores. The values were reported as format of mean ± standard deviation. The performance measurements were computed from 1,000 bootstrap samples.

Functional Network		FN_Pearson	FN_Partial	FN_gl		FN_simplex

	r	0.059 ± 0.155	0.142 ± 0.116	0.257 ± 0.113		0.263 ± 0.090
	RMSE	11.85 ± 4.59	10.40 ± 1.12	10.40 ± 1.33		10.95 ± 1.58

Functional + Structural		*SN + FN*_Pearson	*SN + FN*_Partial	*SN + FN*_gl	*SFN*_agl	*SFN*_simplex

	r	0.255 ± 0.131	0.195 ± 0.151	0.241 ± 0.168	0.299 ± 0.114	0.304 ± 0.098
	RMSE	4.98 ± 1.88	9.52 ± 1.89	9..45 ± 1.85	10.60 ± 1.53	10.47 ± 1.39

Structural Network		SN

	r	0.281 ± 0.099
	RMSE	10.60 ± 1.40