Detection of autism spectrum disorder based on time domain electroencephalogram signal using enhanced BILSTM models

The global prevalence of Autism Spectrum Disorder (ASD) has driven researchers to develop well-defined automated approaches for early detection, surpassing standard behavioral assessments. Behavioral assessment methods face challenges to detect ASD at early stage because pronounced symptoms of autis...

Full description

Bibliographic Details
Main Author:	Ali, Nur Alisa
Format:	Thesis
Language:	English English
Published:	2024
Online Access:	http://eprints.utem.edu.my/id/eprint/28564/ https://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=124406
Abstract	Abstract here

Similar Items

Electroencephalogram (EEG) signature of autism spectrum disorder (ASD) children
by: Nurul Aina, bt Mohd Mahayuddin
Published: (2015)

Development of deep learning model for autism spectrum disorder diagnosis
by: Alam, Mohammad Shafiul
Published: (2025)

Anomaly gait detection in children with autism spectrum disorder based on markerless-model approach / Nur Khalidah Zakaria
by: Zakaria, Nur Khalidah
Published: (2020)

Facebook for parents of a child with autism spectrum disorder in Malaysia
by: Hema Rosheny Mustafa
Published: (2025)

MRI of corpus callosum in patients with autism spectrum disorder in Kuantan
by: Rajeev Shamsuddin Perisamy
Published: (2024)

Factors associated with autism severity in children with autism spectrum disorder at an autism intervention center in Kuala Lumpur, Malaysia
by: Eow, Shiang Yen
Published: (2019)

Framework development of human-robot interaction for autism spectrum disorder (ASD)
by: Nor Izzati Ishak
Published: (2024)

Leveraging the auro model for the integration of humanoid robotic assistive tools in autism spectrum disorder intervention
by: Ishak, Norshahidatul Hasana
Published: (2025)

Mealtime behavior among children with autism spectrum disorder / Alin Aqila Zaiaami
by: Zaiaami, Alin Aqila
Published: (2020)

Development Of Environmental Factors In Classroom Design Recommendation For Children With Autism Spectrum Disorder
by: Mamat@Muhamad, Roziana
Published: (2020)

Development of a Virtual Reality Assistive Tool for Individual with Autism Spectrum Disorder
by: Ting, Sing Hong
Published: (2019)

Validation of video modelling module to improve self-help skills of children with Autism Spectrum Disorder (ASD)
by: Noor Suhaimi, Nor Syafiqa
Published: (2025)

Fundamental movement skills and the effects of focus of attention on throwing among autism spectrum disorder children
by: Nur Amalina Samsudin
Published: (2017)

Enhancement of social skills by using multimedia interactive social skills module application among students with autism spectrum disorder
by: Ibrahim, Zuraida
Published: (2019)

Enhancement of social skills by using multimedia interactive social skills module application among students with autism spectrum disorder
by: Ibrahim, Zuraida
Published: (2019)

Art activities as learning tool to enhance social skills on children with autism spectrum disorder/ Nurul Ain Mohd Ilias
by: Mohd Ilias, Nurul Ain
Published: (2017)

Virtual speech therapy system: Speech intervention application for children with autism spectrum disorder
by: Marlyn Maseri
Published: (2023)

Mobile application interface design: autism spectrum disorder children / Nor Azriah Aziz
by: Aziz, Nor Azriah
Published: (2015)

Autism spectrum disorder screening using DSM-5 fulfillment and machine learning adaptation
by: Wan Zaini, Wan Azamudin
Published: (2025)

Thermal imaging-based classifier for affective states of autism spectrum disorder (ASD) children
by: Nazreen Rusli
Published: (2024)

Sensory processing disorder and sleep disturbances among children with autism spectrum disorder / Muhammad Radhi Rahimi Abu Bakar
by: Abu Bakar, Muhammad Radhi Rahimi
Published: (2019)

Neuro-computational morphological model for electroencephalogram signals and artifacts analysis
by: Hamal, Abdul Qayoom
Published: (2024)

Use of Technology-Based Interventions for Children with Autism Spectrum Disorder: A Technology Acceptance Model Based Study
by: MOHAMMAD SHADAB KHAN
Published: (2024)

Electroencephalogram signal interpretation system for mobile robot
by: Hasan, Intan Helina
Published: (2013)

Food preference of children with autism spectrum disorder in Selangor and Kuala Lumpur / Nur Hidayah Bidin @ Ghazali
by: Bidin @ Ghazali, Nur Hidayah
Published: (2024)

Relationships between sensory processing disorders with feeding behavior problems among children with autism spectrum disorder / Fatin Nur Afiqah Zulkifli
by: Zulkifli, Fatin Nur Afiqah
Published: (2020)

Interactions with children with autism spectrum disorders in a speech therapy setting / Zeena Mahmood Ameen
by: Zeena, Mahmood Ameen
Published: (2016)

Parental roles in developing creativity among children with autism spectrum disorder : a case study
by: Mutiah Azzahra, et al.
Published: (2024)

Development of Hybrid Convolutional Neural Network and Radial Basis Function for Autism Spectrum Disorder Classification
by: Huey Chern, Lim
Published: (2024)

Use of video modeling in developing social skills among children with autism spectrum disorder / Irene Tan En Ying
by: Irene Tan , En Ying
Published: (2020)

Parental satisfaction on inclusive and non inclusive education for pupils with autism spectrum disorder / Lee Yik Peng
by: Lee , Yik Peng
Published: (2021)

Depression, anxiety, stress and parental behaviour among parents with Autism Spectrum Disorder / Noor Hafizah Abdullah
by: Abdullah, Noor Hafizah
Published: (2019)

Controlling inappropriate sexual behaviour among autism spectrum disorder teenagers using virtual social story
by: Mohd Yusof Zulkefli
Published: (2022)

Menilai kreativiti dalam lukisan murid Autisme Spectrum Disorder berdasarkan Torrance Test of Creative Thinking
by: Fauziah Awang
Published: (2020)

Assessing The Psychometric Properties Of A Social Communication Test For Children With Autism Spectrum Disorder In Saudi Arabia
by: Jaradat, Samar Abdulwahab Nafe'
Published: (2019)

Using a computer-assisted instruction on vocabulary learning among children with Autism Spectrum Disorder (ASD)
by: Wahdi, Elok Vradizza Feni Abdul
Published: (2024)

Effects of music as an adjunct to sensory-based intervention on sensory and emotional response of children with low functioning autism spectrum disorder
by: Mohd Ali Piah, Hanizah
Published: (2019)

Parents’ perspectives of the transition to independent living for young adults with autism spectrum disorder / Nik Nadia Nik Nazri
by: Nik Nadia , Nik Nazri
Published: (2022)

Computer game approach for children with autism spectrum disorder: their engagement and social communication skills / Sara Reisi Dehkordi
by: Dehkordi, Sara Reisi
Published: (2015)

Correlation between frontal facial thermal pattern and affective states of children with mild to moderate autism spectrum disorder
by: Mohammad Ariff Rashidan
Published: (2024)