Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals

Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals

Autistic individuals often have difficulties expressing or controlling emotions and have poor eye contact, among other symptoms. The prevalence of autism is increasing globally, posing a need to address this concern. Current diagnostic systems have particular limitations; hence, some individuals go...

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Bibliographic Details
Main Authors: The-Hanh Pham, Jahmunah Vicnesh, Joel Koh En Wei, Shu Lih Oh, N. Arunkumar, Enas. W. Abdulhay, Edward J. Ciaccio, U. Rajendra Acharya
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:International Journal of Environmental Research and Public Health
Subjects:
autism spectrum disorder
computer-aided brain diagnostic system
eeg signals
higher-order spectra bispectrum
nonlinear features
locality sensitivity discriminant analysis
<i>t</i>-test
classifiers
10-fold validation
Online Access:https://www.mdpi.com/1660-4601/17/3/971

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https://www.mdpi.com/1660-4601/17/3/971

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