EEG based autism detection using CNN through correlation based transformation of channels' data
Early diagnosis of autism or autism spectrum disorder (ASD) can help improving behavioral,
language development and communication skill. As ASD is a neurodevelopmental disorder …
language development and communication skill. As ASD is a neurodevelopmental disorder …
Surveying machine learning algorithms on eeg signals data for mental health assessment
E Gore, S Rathi - 2019 IEEE Pune Section International …, 2019 - ieeexplore.ieee.org
The use of computer science technology in mental healthcare domain to detect the onset of
mental health problems to help people to get treatment on time. The paper aims to present …
mental health problems to help people to get treatment on time. The paper aims to present …
Resting state EEG-based diagnosis of Autism via elliptic area of continuous wavelet transform complex plot
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 …
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
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 …
skills and attitude as well as problems of communication. At present, the most promising …
Detection of autism spectrum disorder by feature extraction of eeg signals and machine learning classifiers
Q Mohi ud Din, AK Jayanthy - Biomedical Engineering: Applications …, 2023 - World Scientific
Autism Spectrum Disorder (ASD), a neurodevelopmental disorder, impacts the subject's
social communication and interaction and the subjects exhibit restricted and repetitive …
social communication and interaction and the subjects exhibit restricted and repetitive …
Autism diagnosis via correlation between vectors of direct quadrature instantaneous frequency of EEG analytic normalized intrinsic mode functions
Autism spectrum disorder (ASD) is a neurological and developmental disorder that
commences usually in the early years of age. It impacts the social interaction …
commences usually in the early years of age. It impacts the social interaction …
ASD detection using Higuchi's fractal dimension from EEG
Autism or Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder marked by
repetitive and characteristic patterns of behavior as well as social communication and …
repetitive and characteristic patterns of behavior as well as social communication and …
[HTML][HTML] EMD-based analysis of complexity with dissociated EEG amplitude and frequency information: a data-driven robust tool-for Autism diagnosis-compared to …
Objective: Autism spectrum disorder (ASD) is usually characterised by altered social skills,
repetitive behaviours, and difficulties in verbal/nonverbal communication. It has been …
repetitive behaviours, and difficulties in verbal/nonverbal communication. It has been …
EEG Signal-Based Autism Spectrum Disorder Detection Through Normalized Mutual Information and Convolutional Neural Network
ZJ Peya, MA Maria, MAH Akhand… - … Conference on Big Data …, 2023 - Springer
Abstract Autism Spectrum Disorder (ASD) is a diverse neurological problem with several
contributing factors involving both genetic and environmental variables. The diagnosis of …
contributing factors involving both genetic and environmental variables. The diagnosis of …
Autism spectrum disorder detection technique using EEG and convolution neural networks
Q Mohi-ud-Din, AK Jayanthy - AIP Conference Proceedings, 2023 - pubs.aip.org
Autism Spectrum Disorder (ASD) approximately affects 1 in 54 children in USA.
Unfortunately, there is no cure for ASD and ASD subjects may require life-long assistance …
Unfortunately, there is no cure for ASD and ASD subjects may require life-long assistance …