Machine Learning based novel Autism Spectrum Disorder Screening
نویسندگان
چکیده
منابع مشابه
Designing Learning Spaces for Children with Autism Spectrum Disorder
Although the problems and disabilities caused by autism spectrum disorders are constant companions to these individuals, timely treatment interventions can provide the necessary grounds for their empowerment., However, one thing that deserves attention is that regular learning environments are not often designed to meet the needs and moods of children with autism spectrum disorder. Likewise, a...
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Objective The aim of this study was to identify a transcriptomic signature that could be used to classify subjects with autism spectrum disorder (ASD) compared to controls on the basis of blood gene expression profiles. The gene expression profiles could ultimately be used as diagnostic biomarkers for ASD. Methods We used the published microarray data (GSE26415) from the Gene Expression Omnib...
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Early behavioral interventions are recognized as integral to standard care in autism spectrum disorder (ASD), and often focus on reinforcing desired behaviors (e.g., eye contact) and reducing the presence of atypical behaviors (e.g., echoing others' phrases). However, efficacy of these programs is mixed. Reinforcement learning relies on neurocircuitry that has been reported to be atypical in AS...
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The literature on international travellers with psychiatric disorders is limited. This perspective article highlights various travel-related aspects of autism spectrum disorder (ASD), including its aetiological association with maternal migration, the difficulties faced by long-term travelers with autistic children, and the facilitation of international travel for autistic individuals by the tr...
متن کاملComparison of Motor Skills in At-risk with Autism Spectrum Disorder Children with Autism Spectrum Disorder and Typical Development Children
Background: Autism Spectrum Disorder (ASD) is a complex developmental disorder characterized by repetitive and stereotypical patterns, and difficulties with social communication and interaction in early childhood. Motor development and dysfunction in children with ASD has been the subject of study in recent years and has attracted much of the attention of researchers. As motor dysfunctions can ...
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ژورنال
عنوان ژورنال: Turkish Journal of Computer and Mathematics Education (TURCOMAT)
سال: 2021
ISSN: 1309-4653
DOI: 10.17762/turcomat.v12i3.1992