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Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis

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Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis

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Alcañiz Raya, ML.; Chicchi-Giglioli, IA.; Carrasco-Ribelles, LA.; Marín-Morales, J.; Minissi, ME.; Teruel-Garcia, G.; Sirera, M.... (2022). Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis. Autism Research. 15(1):131-145. https://doi.org/10.1002/aur.2636

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/180499

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Title: Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis
Author: Alcañiz Raya, Mariano Luis CHICCHI-GIGLIOLI, IRENE ALICE Carrasco-Ribelles, Lucia A. Marín-Morales, Javier Minissi, Maria Eleonora Teruel-Garcia, Gonzalo Sirera, Marian Abad, Luis
UPV Unit: Universitat Politècnica de València. Departamento de Ingeniería Gráfica - Departament d'Enginyeria Gràfica
Universitat Politècnica de València. Instituto Interuniversitario de Investigación en Bioingeniería y Tecnología Orientada al Ser Humano - Institut Interuniversitari d'Investigació en Bioenginyeria i Tecnologia Orientada a l'Ésser Humà
Issued date:
Abstract:
[EN] The core symptoms of autism spectrum disorder (ASD) mainly relate to social communication and interactions. ASD assessment involves expert observations in neutral settings, which introduces limitations and biases ...[+]
Subjects: Autism spectrum disorder , Behavioral biomarker , Eye tracking , Machine learning , Multivariate supervised learning , Virtual reality
Copyrigths: Reconocimiento (by)
Source:
Autism Research. (issn: 1939-3792 )
DOI: 10.1002/aur.2636
Publisher:
John Wiley & Sons
Publisher version: https://doi.org/10.1002/aur.2636
Project ID:
info:eu-repo/grantAgreement/MINECO//IDI-20170912//Entorno virtual inmersivo para la evaluación y capacitación de niños con trastorno del espectro autista: T Room/
Thanks:
Spanish Ministry of Economy, Industry, and Competitiveness-funded project "Immersive Virtual Environment for the Evaluation and Training of Children with Autism Spectrum Disorder: T Room, Grant/Award Number: IDI20170912
Type: Artículo

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