Q-CHAT-NAO: A robotic approach to autism screening in toddlers

Romero-García, Rubén, Martínez Tomás, Rafael, Pozo, Pilar, de la Paz López, Félix y Sarriá, Encarnación . (2021) Q-CHAT-NAO: A robotic approach to autism screening in toddlers. Journal of Biomedical Informatics

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Título Q-CHAT-NAO: A robotic approach to autism screening in toddlers
Autor(es) Romero-García, Rubén
Martínez Tomás, Rafael
Pozo, Pilar
de la Paz López, Félix
Sarriá, Encarnación
Materia(s) Ingeniería Informática
Abstract The use of humanoid robots as assistants in therapy processes is not new. Several projects in the past several years have achieved promising results when combining human–robot interaction with standard techniques. Moreover, there are multiple screening systems for autism; one of the most used systems is the Quantitative Checklist for Autism in Toddlers (Q-CHAT-10), which includes ten questions to be answered by the parents or caregivers of a child. We present Q-CHAT-NAO, an observation-based autism screening system supported by a NAO robot. It includes the six questions of the Q-CHAT-10 that can be adapted to work in a robotic context; unlike the original system, it obtains information from the toddler instead of from an indirect source. The detection results obtained after applying machine learning models to the six questions in the Autistic Spectrum Disorder Screening Data for Toddlers dataset were almost equivalent to those of the original version with ten questions. These findings indicate that the Q-CHAT-NAO could be a screening option that would exploit all the benefits related to human-robot interaction.
Palabras clave Autism spectrum disorder
e-Learning
Human-robot interaction
Editor(es) Elsevier
Fecha 2021-06
Formato application/pdf
Identificador bibliuned:95-Dlpfeliz-0003
http://e-spacio.uned.es/fez/view/bibliuned:95-Dlpfeliz-0003
DOI - identifier 10.1016/j.jbi.2021.103797
ISSN - identifier 1532-0464
Nombre de la revista Journal of Biomedical Informatics
Número de Volumen 118
Publicado en la Revista Journal of Biomedical Informatics
Idioma eng
Versión de la publicación publishedVersion
Tipo de recurso Article
Derechos de acceso y licencia http://creativecommons.org/licenses/by-nc-nd/4.0
info:eu-repo/semantics/openAccess
Tipo de acceso Acceso abierto
Notas adicionales The registered version of this article, first published in Journal of Biomedical Informatics, is available online at the publisher's website: Elsevier https://doi.org/10.1016/j.jbi.2021.103797
Notas adicionales La versión registrada de este artículo, publicado por primera vez en Journal of Biomedical Informatics, está disponible en línea en el sitio web del editor: Elsevier https://doi.org/10.1016/j.jbi.2021.103797

 
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Creado: Sat, 27 Jan 2024, 02:22:16 CET