Virtual classroom: An ADHD assessment and diagnosis system based on virtual reality

Yunchuan Tan, Daqian Zhu, Hongyun Gao, Ting Wei Lin, Hsiao Kuang Wu, Shih Ching Yeh, Tzu Yu Hsu

研究成果: 書貢獻/報告類型會議論文篇章同行評審

3 引文 斯高帕斯(Scopus)

摘要

Attention deficit hyperactivity disorder (ADHD), i.e., children's hyperactivity, is a common neurodevelopmental disorder in childhood. ADHD is mainly characterized by having difficulty in staying focused, behavioral impulsivity and hyperactivity, and is often accompanied by conduct disorders, learning disabilities or learning difficulties. Traditional therapies generally rely on doctors and parents who can observe and assess patients' behavior through behavioral scales; however, these therapies are time consuming and ineffective in quantifying behavior. Basing on virtual reality technology, this study integrated multiple sensor technologies, such as eye movement sensors and EEG sensors, and developed an assessment and diagnosis system for ADHD. This system constructed a virtual classroom environment and integrated some tasks, such as audio test, Continuous Performance Task (CPT) and Wisconsin Card Sorting Test (WCST), to judge the subject's sustained attention, abstract reasoning ability and cognitive ability. Distraction elements were also added to the experiment by analyzing the attention shift of the test taker to diagnose ADHD. Physiological data, such as head movements, eyes movements, and EEG, were used to supplement test results to assess the subject's sustained attention and attention shift.

原文???core.languages.en_GB???
主出版物標題Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
發行者Institute of Electrical and Electronics Engineers Inc.
頁面203-208
頁數6
ISBN(電子)9781538685006
DOIs
出版狀態已出版 - 5月 2019
事件2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019 - Taipei, Taiwan
持續時間: 6 5月 20199 5月 2019

出版系列

名字Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
國家/地區Taiwan
城市Taipei
期間6/05/199/05/19

指紋

深入研究「Virtual classroom: An ADHD assessment and diagnosis system based on virtual reality」主題。共同形成了獨特的指紋。

引用此