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Related Experiment Video

Updated: Jul 8, 2025

Eye Tracking Young Children with Autism

Eye Tracking Young Children with Autism

Published on: March 27, 2012

Computer-aided autism diagnosis using visual attention models and eye-tracking: replication and improvement proposal.

Felipe O Franco^1,2, Jessica S Oliveira³, Joana Portolese⁴

¹Interunit PostGraduate Program on Bioinformatics, Institute of Mathematics and Statistics (IME), University of São Paulo (USP), 05508-090, São Paulo, SP, Brazil. franco@ime.usp.br.

BMC Medical Informatics and Decision Making

|December 15, 2023

Summary

Visual Attention Models (VAMs) using eye-tracking signals show promise for Autism Spectrum Disorder (ASD) diagnosis. A new Random Forest algorithm significantly improved classification accuracy compared to previous methods, aiding ASD identification.

Failed At:

2026-06-19T13:40:31.957244+00:00

Keywords:

Autism spectrum disorder Classifier Eye-tracking Machine learning Replicability

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