Supporting data for the thesis titled "Neurophysiological Correlates of Executive Function and Theory of Mind in Autistic and Neurotypical Children: EEG and Machine Learning"
收藏datahub.hku.hk2023-01-06 更新2025-01-09 收录
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https://datahub.hku.hk/articles/dataset/Supporting_data_for_the_thesis_titled_Neurophysiological_Correlates_of_Executive_Function_and_Theory_of_Mind_in_Autistic_and_Neurotypical_Children_EEG_and_Machine_Learning_/21778886/1
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Supporting data for the thesis "Neurophysiological Correlates of Executive Function and Theory of Mind in Autistic and Neurotypical Children: EEG and Machine Learning" by LEE Hyun Kyung.
Autism is a lifelong neurodevelopmental disorder characterized by 1) repetitive behaviours and restricted interests, and 2) profound impairments in social interactions and communications (American Psychiatric Association, 2013). Two critical factors affecting the socio-cognitive functioning of autism are executive functions and theory of mind.
The dataset includes behavioural and EEG data for 3 studies of the thesis, which investigated the executive function and theory of mind abilities in school-age autistic children compared to their neurotypical peers.
本数据集为李恩庆(LEE Hyun Kyung)所著论文《自闭症与神经典型儿童执行功能和心智理论神经生理相关研究:脑电图与机器学习》所支持的数据。自闭症是一种终身性的神经发育障碍,其特征为1)重复行为和受限兴趣,以及2)在社会交往和沟通方面的严重损害(美国精神医学协会,2013年)。影响自闭症社会认知功能的关键因素包括执行功能和心智理论。该数据集包含了论文中3项研究的行为了解和脑电图(EEG)数据,旨在探究学龄期自闭症儿童与其神经典型同龄人在执行功能和心智理论能力方面的差异。
提供机构:
HKU Data Repository



