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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2023
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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 |
format | Online Article Text |
id | pubmed-10479726 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT sidenkovaa prospectsfortheuseofartificialintelligencemethodsinautismspectrumdisorders AT litvinenkov prospectsfortheuseofartificialintelligencemethodsinautismspectrumdisorders |