A review on diagnosis of autism spectrum disorder using eeg based on the machine learning techniques

PP Janarthanan, G Murugesan… - Solid State …, 2020 - mail.solidstatetechnology.us
Abstract Autism Spectrum Disorder (ASD) is a developmental disorder that affects the
behavioral and psychological functioning of an individual. The early intervention of ASD …

A review of machine learning algorithms to diagnose autism using EEG signal

Z Sharifi Mehrjard, H Momeni… - Soft Computing …, 2023 - scj.kashanu.ac.ir
Autism is a neurological and developmental disorder in which individuals often show limited
symptoms or behaviors and are diagnosed based on a behavioral test. This neurological …

Computer Aided Diagnosis of ASD based on EEG using RELIEFF and Supervised Learning Algorithm

TR Rechal, PR Kumar - Turkish Journal of Computer and …, 2021 - search.proquest.com
Autism Spectrum Disorder is diagnosed by physical examination of electroencephalography
(EEG) signals that is very responsive to time consuming and bias. Diagnosing autism in …

Automated classification of autism spectrum disorder using EEG signals and convolutional neural networks

Q Mohi ud Din, AK Jayanthy - Biomedical Engineering: Applications …, 2022 - World Scientific
Children suffering from Autism Spectrum Disorder (ASD) have impaired social
communication, interaction and restricted and repetitive behaviors. ASD is caused by …

Diagnosing autism spectrum disorders based on EEG analysis: A survey

M Hashemian, H Pourghassem - Neurophysiology, 2014 - Springer
Autism spectrum disorders (ASDs) are pervasive neurodevelopmental conditions
characterized by impairments in reciprocal social interactions, communication skills, and …

A robust method for early diagnosis of autism spectrum disorder from EEG signals based on feature selection and DBSCAN method

D Abdolzadegan, MH Moattar, M Ghoshuni - … and Biomedical Engineering, 2020 - Elsevier
Electroencephalogram (EEG) is one of the most important signals for diagnosis of Autism
Spectrum Disorder (ASD). There are different challenges such as feature selection and the …

EEG‐based computer aided diagnosis of autism spectrum disorder using wavelet, entropy, and ANN

R Djemal, K AlSharabi, S Ibrahim… - BioMed research …, 2017 - Wiley Online Library
Autism spectrum disorder (ASD) is a type of neurodevelopmental disorder with core
impairments in the social relationships, communication, imagination, or flexibility of thought …

Autism Diagnosis from EEG Signals Using Machine Learning Algorithms and Convolutional Neural Networks

Z Sharifi, H Momeni, H Adabi Ardakani - Soft Computing Journal, 2024 - scj.kashanu.ac.ir
A neurodevelopmental disorder recognized by insufficiency in social communication and
repetitive behaviours is expressed as an autism spectrum disorder (ASD). One of the most …

EEG classification analysis for diagnosing autism spectrum disorder based on emotions

NF Harun, N Hamzah, N Zaini, MM Sani… - Journal of …, 2018 - jtec.utem.edu.my
This research sets out to propose another method for the medical teams to diagnose Autism
Spectrum Disorder (ASD) in children based on the analysis on Electroencephalography …

Design and Implementation of Mobile Application for CNN-Based EEG Identification of Autism Spectrum Disorder.

M Melinda, F Arnia, A Yafi… - International …, 2024 - search.ebscohost.com
Autism spectrum disorder (ASD) is a disorder of the nervous system from birth and during
infancy. This disorder affects children's development, making it difficult for nerve function to …