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Jiayi Zhang

University of Jinan

No. 336, West Road of Nan Xinzhuang

Jinan, 250022

China

  • University of Jinan

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How to fast - track the early identification of pre-school autistic children? By comparing diverse machine learning methods with resting - state fNIRS features

Number of pages: 29 Posted: 20 Oct 2025
Yaou Zhao, Kaiyun Li, Yuehui Chen, Bang Du, Liu Chen, Jiayi Zhang, Xinyu Liu, Mingxue Wang, Yi Cao, Ruizhi Han, Qingfang Meng, Fanlu Jia and Xiaotong Li
University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan, University of Jinan and University of Jinan
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autism, rs-fNIRS, Machine Learning, Feature selection, the change in the Binary Entropy