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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...

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Detalles Bibliográficos
Autores principales: Erden, Yasemin J., Hummerstone, Harriet, Rainey, Stephen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
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.
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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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