Classification of Children With Autism and Typical Development Using Eye-Tracking Data From Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation

• Главные авторы: Zhong Zhao (Автор), Haiming Tang (Автор), Xiaobin Zhang (Автор), Xingda Qu (Автор), Xinyao Hu (Автор), Jianping Lu (Автор)
• Формат: ‌
• Опубликовано: JMIR Publications, 2021-08-01T00:00:00Z.
• Предметы: article
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BackgroundPrevious studies have shown promising results in identifying individuals with autism spectrum disorder (ASD) by applying machine learning (ML) to eye-tracking data collected while participants viewed varying images (ie, pictures, videos, and web pages). Although gaze behavior is known to d...