The contribution of machine learning and eye-tracking technology in autism spectrum disorder research: A systematic review
Early and objective autism spectrum disorder (ASD) assessment, as well as early
intervention are particularly important and may have long term benefits in the lives of ASD …
intervention are particularly important and may have long term benefits in the lives of ASD …
[HTML][HTML] Machine learning based on eye-tracking data to identify Autism Spectrum Disorder: A systematic review and meta-analysis
Background Machine learning has been widely used to identify Autism Spectrum Disorder
(ASD) based on eye-tracking, but its accuracy is uncertain. We aimed to summarize the …
(ASD) based on eye-tracking, but its accuracy is uncertain. We aimed to summarize the …
[HTML][HTML] Classification of children with autism and typical development using eye-tracking data from face-to-face conversations: Machine learning model development …
Z Zhao, H Tang, X Zhang, X Qu, X Hu, J Lu - Journal of Medical Internet …, 2021 - jmir.org
Background Previous studies have shown promising results in identifying individuals with
autism spectrum disorder (ASD) by applying machine learning (ML) to eye-tracking data …
autism spectrum disorder (ASD) by applying machine learning (ML) to eye-tracking data …
Detecting high-functioning autism in adults using eye tracking and machine learning
The purpose of this study is to test whether visual processing differences between adults
with and without high-functioning autism captured through eye tracking can be used to …
with and without high-functioning autism captured through eye tracking can be used to …
Eye tracking based dyslexia detection using a holistic approach
B Nerušil, J Polec, J Škunda, J Kačur - Scientific Reports, 2021 - nature.com
A new detection method for cognitive impairments is presented utilizing an eye tracking
signals in a text reading test. This research enhances published articles that extract …
signals in a text reading test. This research enhances published articles that extract …
Early detection of children with autism spectrum disorder based on visual exploration of images
P Mazumdar, G Arru, F Battisti - Signal Processing: Image Communication, 2021 - Elsevier
Abstract Autism Spectrum Disorder is a developmental disorder characterized by a deficit in
social behaviour and specific interactions such as reduced eye contact and body gestures …
social behaviour and specific interactions such as reduced eye contact and body gestures …
A virtual reality based system for the screening and classification of autism
M Robles, N Namdarian, J Otto… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Autism-also known as Autism Spectrum Disorders or Autism Spectrum Conditions-is a
neurodevelopmental condition characterized by repetitive behaviours and differences in …
neurodevelopmental condition characterized by repetitive behaviours and differences in …
Eye tracking biomarkers for autism spectrum disorder detection using machine learning and deep learning techniques
RA Jeyarani, R Senthilkumar - Research in Autism Spectrum Disorders, 2023 - Elsevier
Eye tracking is a promising tool for Autism Spectrum Disorder (ASD) detection in both
children and adults. An important aspect of social communication is keeping eye contact …
children and adults. An important aspect of social communication is keeping eye contact …
[PDF][PDF] IoT Smart Home Using Eye Tracking and Voice Interfaces for Elderly and Special Needs People.
AF Klaib, NO Alsrehin, WY Melhem, HO Bashtawi - J. Commun., 2019 - jocm.us
Eye tracking has become increasingly important in many sectors because of its ability to
facilitate day to day activities, especially for users with special needs, where tasks as simple …
facilitate day to day activities, especially for users with special needs, where tasks as simple …
Applying eye tracking with deep learning techniques for early-stage detection of autism spectrum disorders
ZAT Ahmed, E Albalawi, THH Aldhyani, ME Jadhav… - Data, 2023 - mdpi.com
Autism spectrum disorder (ASD) poses a complex challenge to researchers and
practitioners, with its multifaceted etiology and varied manifestations. Timely intervention is …
practitioners, with its multifaceted etiology and varied manifestations. Timely intervention is …