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Autism Spectrum Disorder

Autism Spectrum Disorder

Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.

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Related Experiment Video

Updated: Dec 29, 2025

EEG Mu Rhythm in Typical and Atypical Development

EEG Mu Rhythm in Typical and Atypical Development

Published on: April 9, 2014

Autism Spectrum Disorder Diagnostic System Using HOS Bispectrum with EEG Signals.

The-Hanh Pham¹, Jahmunah Vicnesh¹, Joel Koh En Wei¹

¹School of Engineering, Ngee Ann Polytechnic, 535 Clementi Rd, 599489 Singapore, Singapore.

International Journal of Environmental Research and Public Health

|February 9, 2020

Summary

This study developed an accurate autism diagnostic system using electroencephalogram (EEG) signals. The system achieved 98.70% accuracy, offering a valuable tool for early autism detection.

Failed At:

2026-06-19T13:38:30.079900+00:00

Keywords:

10-fold validation EEG signals autism spectrum disorder classifiers computer-aided brain diagnostic system higher-order spectra bispectrum locality sensitivity discriminant analysis nonlinear features t-test

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