EEG-Based Computer Aided Diagnosis of Autism Spectrum Disorder Using Wavelet, Entropy, and ANN

Table 8

Several EEG-based CAD of autism spectrum disorder.

Author	Feature extraction	Classifier	Dataset	Acc (%)
Sheikhani et al. 2008 [4]	STFT, coherence	KNN	Own dataset	82.4
Ahmadlou et al. 2010 [6]	Wavelet, fractal dimension (FD)	RBNN	Own (Iranian dataset)	90
Bosl et al. 2011 [9]	Modified multiscale entropy (MMSE)	SVM	Own (USA)	70–100
Sheikhani et al. 2012 [5]	STFT, coherence	KNN	Own dataset	96.4
Ahmadlou et al. 2012 [7]	Wavelet, visibility graph (VG)	EPNN	Iranian dataset	95.5
Ahmadlou et al. 2012 [8]	Wavelet, fuzzy SL	EPNN	Iranian dataset	95.5
Alhaddad et al. 2012 [10]	FFT	FLDA	Own (KSA dataset)	90
Our work	DWT, Shannon entropy	ANN	KSA dataset	99.7