Table 4.

A comparison of the proposed CAD system with other GLM-based methods.

Method	Data Source	No. of Subjects	Modeling of BOLD	Classifier	Validation	Accuracy
[38]	NDAR	100 (50 ASD, 50 TD)	DWT	2D CNN	4-fold	78%
[19]	NDAR	60 (30 ASD, 30 TD)	GLM	SNCAE	4-fold	76%
[20]	NDAR	39 (13 Mild, 13 Moderate, 13 Severe)	GLM	RF	10-fold	72%
proposed	NDAR	100 (50 ASD, 50 TD)	CWT	multi-channel 2D CNN	4-fold	86%