TABLE 5.

Comparison of experimental results with PCA + SVM (Christian et al., 2015) and 3D-SENet.

Experiment model	AD vs. HC			MCIc vs. HC			MCIc vs. MCInc
	ACC	AUC	MCC	ACC	AUC	MCC	ACC	AUC	MCC
PCA + SVM	0.76 ± 0.11	–	–	0.72 ± 0.12	–	–	0.66 ± 0.16	–	–
3D-SENet	0.80 ± 0.05	0.88 ± 0.04	0.62 ± 0.09	0.75 ± 0.07	0.79 ± 0.07	0.42 ± 0.16	0.57 ± 0.11	0.57 ± 0.08	0.11 ± 0.15
CNN + EL proposed here	0.84 ± 0.05	0.92 ± 0.03	0.68 ± 0.10	0.79 ± 0.04	0.83 ± 0.06	0.49 ± 0.12	0.62 ± 0.06	0.59 ± 0.07	0.10 ± 0.15