Resting state EEG-based diagnosis of Autism via elliptic area of continuous wavelet transform complex plot

E Abdulhay, M Alafeef, H Hadoush… - Journal of Intelligent …, 2020 - content.iospress.com
Autism is a developmental disorder that influences social communication skills. It is currently
diagnosed only by behavioral assessment. The assessment is susceptible to the experience …

A 64‐channel scheme for autism detection via scaled conjugate gradient‐based neural network classification of e lectroencephalogram ripples' complexity

E Abdulhay, M Alafeef, H Hadoush… - Expert …, 2023 - Wiley Online Library
The description of autism spectrum disorder (ASD) includes typically the alterations in social
skills and attitude as well as problems of communication. At present, the most promising …

Autism diagnosis via correlation between vectors of direct quadrature instantaneous frequency of EEG analytic normalized intrinsic mode functions

E Abdulhay, M Alafeef, H Hadoush, AN - Expert Systems, 2022 - Wiley Online Library
Autism spectrum disorder (ASD) is a neurological and developmental disorder that
commences usually in the early years of age. It impacts the social interaction …

[HTML][HTML] EMD-based analysis of complexity with dissociated EEG amplitude and frequency information: a data-driven robust tool-for Autism diagnosis-compared to …

E Abdulhay, M Alafeef, H Hadoush… - Mathematical …, 2022 - aimspress.com
Objective: Autism spectrum disorder (ASD) is usually characterised by altered social skills,
repetitive behaviours, and difficulties in verbal/nonverbal communication. It has been …

A hybrid model for the classification of Autism Spectrum Disorder using Mu rhythm in EEG

M Radhakrishnan, K Ramamurthy… - … and Health Care, 2024 - content.iospress.com
BACKGROUND: Autism Spectrum Disorder (ASD) is a condition with social interaction,
communication, and behavioral difficulties. Diagnostic methods mostly rely on subjective …