Research Article
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 |
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