Design and Implementation of Mobile Application for CNN-Based EEG Identification of Autism Spectrum Disorder.
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 …
infancy. This disorder affects children's development, making it difficult for nerve function to …
Autism Spectrum Disorder classification using EEG and 1D-CNN
Q Mohi–ud–Din, AK Jayanthy - 2021 10th International …, 2021 - ieeexplore.ieee.org
Autism Spectrum Disorder (ASD), a neurodevelopmental disorder, is clinically diagnosed by
behavioral assessment of the subjects. In this study, we used Electroencephalography …
behavioral assessment of the subjects. In this study, we used Electroencephalography …
[PDF][PDF] Autism spectrum disorder classification on electroencephalogram signal using deep learning algorithm
NA Ali, AR Syafeeza, AS Jaafar… - IAES …, 2020 - download.garuda.kemdikbud.go.id
Autism Spectrum Disorder (ASD) is a neurodevelopmental that impact the social interaction
and communication skills. Diagnosis of ASD is one of the difficult problems facing …
and communication skills. Diagnosis of ASD is one of the difficult problems facing …
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 …
Detection of Autism Spectrum Disorder from EEG signals using pre-trained deep convolution neural networks
Q Mohi-ud-Din, AK Jayanthy - 2021 Seventh International …, 2021 - ieeexplore.ieee.org
Electroencephalography (EEG) is a method of recording the electrical activity of the brain
and it has been used to detect various neurological disorders which are associated with the …
and it has been used to detect various neurological disorders which are associated with the …
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 …
communication, interaction and restricted and repetitive behaviors. ASD is caused by …
Classifying the autism and epilepsy disorder based on EEG signal using deep convolutional neural network (DCNN)
In the field of Brain-Computer Interface (BCI), usage of Electroencephalogram (EEG) signals
provides various applications in many fields. EEG signals investigation is necessary due to …
provides various applications in many fields. EEG signals investigation is necessary due to …
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 …
repetitive behaviours is expressed as an autism spectrum disorder (ASD). One of the most …
A Modified UNet based Framework towards Early Detection of Autism using EEG Waves
N Nagashree, M Chitralekha… - … for Innovation in …, 2023 - ieeexplore.ieee.org
Autism is a spectrum disorder with a multitude of brain abnormalities if not detected at the
earlier stages, it leads to major complications. It'sa kind of neurological disorder. Many …
earlier stages, it leads to major complications. It'sa kind of neurological disorder. Many …
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 …