Classification of Children With Autism and Typical Development Using Eye-Tracking Data From Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation
Classification of Children With Autism and Typical Development Using Eye-Tracking Data From Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation
Zhong Zhao
1
, PhD ;
Haiming Tang
1
;
Xiaobin Zhang
2
, PhD ;
Xingda Qu
1
, PhD ;
Xinyao Hu
1
, PhD ;
Jianping Lu
3
1
Institute of Human Factors and Ergonomics, College of Mechatronics and Control Engineering, Shenzhen University, Shenzhen, China
2
Shenzhen Guangming District Center for Disease Control and Prevention, Shenzhen, China
3
Department of Child Psychiatry of Shenzhen Kangning Hospital, Shenzhen Mental Health Center, Shenzhen, China
Corresponding Author:
-
Xingda Qu, PhD
-
Institute of Human Factors and Ergonomics
-
College of Mechatronics and Control Engineering
-
Shenzhen University
-
3688 Nanhai Avenue
-
Shenzhen, 518000
-
China
-
Phone:
86 86965716
-
Email: quxd@szu.edu.cn