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. Author manuscript; available in PMC: 2019 Sep 27.
Published in final edited form as: IEEE Trans Biomed Eng. 2018 Sep 12;66(5):1195–1206. doi: 10.1109/TBME.2018.2869989

TABLE III.

Results of Binary Disease Classification and Clinical Score Regression, With Models Trained on ADNI-1 and Tested on MIRIAD

Binary Disease Classification
 Clinical Score Regression
Method AD vs. NC
 MMSE
ACC SEN SPE AUC CC RMSE
VBM 0.884 0.913 0.826 0.921 0.623 5.271
ROI 0.870 0.913 0.826 0.918 0.699 5.369
DSML-1 0.916 0.954 0.837 0.932 0.708 4.871
DSML 0.918 0.965 0.854 0.959 0.722 4.234
DM2L-1 0.920 0.963 0.898 0.969 0.683 4.295
DM2L 0.937 0.946 0.932 0.986 0.736 4.136