. Author manuscript; available in PMC: 2018 Oct 26.

Published in final edited form as: Med Image Anal. 2017 Oct 27;43:157–168. doi: 10.1016/j.media.2017.10.005

Table 3.

Results of pMCI vs. sMCI classification on the ADNI-2 dataset, with models trained on the ADNI-1 dataset.

Method	ROI	VBM	CLM	LDSIL	LDMIL(Ours)
AUC	0.6377	0.5929	0.6363	0.6448	0.7764
ACT	0.6606	0.6426	0.6859	0.7004	0.7690
SEN	0.4737	0.3684	0.3947	0.3684	0.4211
SPE	0.6904	0.6862	0.7322	0.7531	0.8243
F-Score	0.2769	0.2205	0.2564	0.2523	0.3333
MCC	0.1198	0.0402	0.0967	0.0949	0.2074