Eye gaze as a biomarker in the recognition of autism spectrum disorder using virtual reality and machine learning: A proof of concept for diagnosis-Reference-Cited by-同舟云学术

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

Published:2021-11-22 Issue:1 Volume:15 Page:131-145
ISSN:1939-3792
Container-title:Autism Research
language:en
Short-container-title:Autism Research

Author:

Alcañiz Mariano¹,Chicchi‐Giglioli Irene Alice¹^ORCID,Carrasco‐Ribelles Lucía A.¹²,Marín‐Morales Javier¹,Minissi Maria Eleonora¹,Teruel‐García Gonzalo¹,Sirera Marian³,Abad Luis³

Affiliation:

1. Instituto de Investigación e Innovación en Bioingeniería (i3B), Universitat Politécnica de Valencia Valencia Spain

2. Fundació Institut Universitari per a la Recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAPJGol) Barcelona Spain

3. Red Cenit Centros de Desarrollo Cognitivo Valencia Spain

Publisher

Wiley

Subject

Genetics (clinical),Neurology (clinical),General Neuroscience

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/aur.2636

Reference58 articles.

1. Application of Supervised Machine Learning for Behavioral Biomarkers of Autism Spectrum Disorder Based on Electrodermal Activity and Virtual Reality

2. Machine Learning and Virtual Reality on Body Movements’ Behaviors to Classify Children with Autism Spectrum Disorder

3. Diagnostic and Statistical Manual of Mental Disorders

4. Comparing social attention in autism and amygdala lesions: Effects of stimulus and task condition

5. Mlr: Machine learning in R;Bischl B.;Journal of Machine Learning Research,2016

Cited by 60 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Interpersonal Motor Coordination in Children with Autism and the Establishment of Machine Learning Models to Objectively Classify Children with Autism and Typical Development;IRBM;2024-10

2. Era of Digital Assessment in Early Childhood;Advances in Educational Technologies and Instructional Design;2024-08-16

3. The Potential of Virtual Reality to Improve Diagnostic Assessment by Boosting Autism Spectrum Disorder Traits: A Systematic Review;Advances in Neurodevelopmental Disorders;2024-08-05

4. A novel multi-modal model to assist the diagnosis of autism spectrum disorder using eye-tracking data;Health Information Science and Systems;2024-08-03

5. Early identification of autism spectrum disorder based on machine learning with eye-tracking data;Journal of Affective Disorders;2024-08