Automatic Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment Based on CNN + SVM Networks with End-to-End Training

Table 11

Comparison of different normalization functions of SVM on AD vs. NC (%).

Method	Training set				Testing set
	ACC	SEN	SPE	AUC	ACC	SEN	SPE	AUC
3DCNN with BN	99.04	99.21	99.48	99.92	89.36	89.68	89.16	91.96
3DCNN with IN	99.50	99.72	99.39	99.97	89.83	90.94	89.26	92.68