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Automating autism assessment: What AI can bring to the diagnostic process
This paper examines the use of artificial intelligence (AI) for the diagnosis of autism spectrum disorder (ASD, hereafter autism). In so doing we examine some problems in existing diagnostic processes and criteria, including issues of bias and interpretation, and on concepts like the ‘double empathy...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246862/ https://www.ncbi.nlm.nih.gov/pubmed/33331145 http://dx.doi.org/10.1111/jep.13527 |
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author | Erden, Yasemin J. Hummerstone, Harriet Rainey, Stephen |
author_facet | Erden, Yasemin J. Hummerstone, Harriet Rainey, Stephen |
author_sort | Erden, Yasemin J. |
collection | PubMed |
description | This paper examines the use of artificial intelligence (AI) for the diagnosis of autism spectrum disorder (ASD, hereafter autism). In so doing we examine some problems in existing diagnostic processes and criteria, including issues of bias and interpretation, and on concepts like the ‘double empathy problem’. We then consider how novel applications of AI might contribute to these contexts. We're focussed specifically on adult diagnostic procedures as childhood diagnosis is already well covered in the literature. |
format | Online Article Text |
id | pubmed-8246862 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82468622021-07-02 Automating autism assessment: What AI can bring to the diagnostic process Erden, Yasemin J. Hummerstone, Harriet Rainey, Stephen J Eval Clin Pract Original Papers This paper examines the use of artificial intelligence (AI) for the diagnosis of autism spectrum disorder (ASD, hereafter autism). In so doing we examine some problems in existing diagnostic processes and criteria, including issues of bias and interpretation, and on concepts like the ‘double empathy problem’. We then consider how novel applications of AI might contribute to these contexts. We're focussed specifically on adult diagnostic procedures as childhood diagnosis is already well covered in the literature. John Wiley & Sons, Inc. 2020-12-16 2021-06 /pmc/articles/PMC8246862/ /pubmed/33331145 http://dx.doi.org/10.1111/jep.13527 Text en © 2020 The Authors. Journal of Evaluation in Clinical Practice published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Papers Erden, Yasemin J. Hummerstone, Harriet Rainey, Stephen Automating autism assessment: What AI can bring to the diagnostic process |
title | Automating autism assessment: What AI can bring to the diagnostic process |
title_full | Automating autism assessment: What AI can bring to the diagnostic process |
title_fullStr | Automating autism assessment: What AI can bring to the diagnostic process |
title_full_unstemmed | Automating autism assessment: What AI can bring to the diagnostic process |
title_short | Automating autism assessment: What AI can bring to the diagnostic process |
title_sort | automating autism assessment: what ai can bring to the diagnostic process |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246862/ https://www.ncbi.nlm.nih.gov/pubmed/33331145 http://dx.doi.org/10.1111/jep.13527 |
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