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Prospects for the use of artificial intelligence methods in autism spectrum disorders

INTRODUCTION: ASD is a heterogeneous group of pathological conditions. OBJECTIVES: Sensory Functions in Children with Autism METHODS: A brief review of scientific publications is presented, formed by the search result for the keywords: autism spectrum disorders, artificial intelligence, machine lear...

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Detalles Bibliográficos
Autores principales: Sidenkova, A., Litvinenko, V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10479726/
http://dx.doi.org/10.1192/j.eurpsy.2023.2195
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author Sidenkova, A.
Litvinenko, V.
author_facet Sidenkova, A.
Litvinenko, V.
author_sort Sidenkova, A.
collection PubMed
description INTRODUCTION: ASD is a heterogeneous group of pathological conditions. OBJECTIVES: Sensory Functions in Children with Autism METHODS: A brief review of scientific publications is presented, formed by the search result for the keywords: autism spectrum disorders, artificial intelligence, machine learning. RESULTS: Patients with ASD respond to sensory information hyper-reactively and hypo-reactively. Patients, regardless of age and severity of ASD, have atypical information processing patterns in all sensory modalities. Atypical processing of stimuli correlates with social, cognitive and communication disorders. CONCLUSIONS: To normalize sensory deviations, it is necessary to build corrective and prognostic models of the child’s connection with the environment. Machine learning models, Data Mining methods to make medical management decisions and develop personalized therapeutic strategies. DISCLOSURE OF INTEREST: None Declared
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spelling pubmed-104797262023-09-06 Prospects for the use of artificial intelligence methods in autism spectrum disorders Sidenkova, A. Litvinenko, V. Eur Psychiatry Abstract INTRODUCTION: ASD is a heterogeneous group of pathological conditions. OBJECTIVES: Sensory Functions in Children with Autism METHODS: A brief review of scientific publications is presented, formed by the search result for the keywords: autism spectrum disorders, artificial intelligence, machine learning. RESULTS: Patients with ASD respond to sensory information hyper-reactively and hypo-reactively. Patients, regardless of age and severity of ASD, have atypical information processing patterns in all sensory modalities. Atypical processing of stimuli correlates with social, cognitive and communication disorders. CONCLUSIONS: To normalize sensory deviations, it is necessary to build corrective and prognostic models of the child’s connection with the environment. Machine learning models, Data Mining methods to make medical management decisions and develop personalized therapeutic strategies. DISCLOSURE OF INTEREST: None Declared Cambridge University Press 2023-07-19 /pmc/articles/PMC10479726/ http://dx.doi.org/10.1192/j.eurpsy.2023.2195 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstract
Sidenkova, A.
Litvinenko, V.
Prospects for the use of artificial intelligence methods in autism spectrum disorders
title Prospects for the use of artificial intelligence methods in autism spectrum disorders
title_full Prospects for the use of artificial intelligence methods in autism spectrum disorders
title_fullStr Prospects for the use of artificial intelligence methods in autism spectrum disorders
title_full_unstemmed Prospects for the use of artificial intelligence methods in autism spectrum disorders
title_short Prospects for the use of artificial intelligence methods in autism spectrum disorders
title_sort prospects for the use of artificial intelligence methods in autism spectrum disorders
topic Abstract
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10479726/
http://dx.doi.org/10.1192/j.eurpsy.2023.2195
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