. Author manuscript; available in PMC: 2022 Aug 4.

Published in final edited form as: IEEE Trans Neural Netw Learn Syst. 2022 Aug 3;33(8):4056–4068. doi: 10.1109/TNNLS.2021.3055772

TABLE II.

Regression Results in Terms of CC and RMSE on ADNI-2 Obtained by Models Trained on ADNI-1

Method	CDRSB		ADAS-Cog		MMSE
Method	CC	RMSE	CC	RMSE	CC	RMSE
VBM	0.278	2.010	0.290	7.406	0.289	2.889
ROI	0.380	1.893	0.360	7.358	0.325	2.899
LBM	0.431	1.772	0.527	6.245	0.331	2.754
CNN-S	0.373	1.777	0.511	6.671	0.447	2.591
CNN-M	0.440	1.776	0.517	6.614	0.464	2.527
DM²L	0.533	1.666	0.565	6.200	0.567	2.373
MWAN (Ours)	0.621	1.503	0.648	5.701	0.613	2.244