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. Author manuscript; available in PMC: 2024 Jun 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2023 May 19;70(6):1979–1989. doi: 10.1109/TBME.2022.3232964

TABLE V.

Results of PNC experiments.

Age
(RMSE, years)		 Sex
(Accuracy)		 Intelligence
(RMSE, WRAT score)
Model N=30 N=496 N=30 N=496 N=30 N=496
Null 3.3 0.54 15.7
M-GCN 4.47 2.37 0.51 0.75 23.27 15.59
MLP 4.52 2.43 0.53 0.8 21.17 15.64
GCN 3.89 2.16 0.49 0.8 16.29 14.38
Linear 4.36 2.34 0.54 0.77 19.8 14.97
LatSim 2.86 2.05 0.55 0.82 15.59 14.26
p-value 2.2e-6 5e-3 0.32 0.11 0.02 0.30