Portable VR-based Concussion Diagnostics of Mild Traumatic Brain Injury

Hsiaokuang Wu, Tsai Ting Chang, Shih Ching Yeh, Junlong Wang, James M. Poole, Charles Shao

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

People in the United States have high incidence of mild traumatic brain injury (mTBI), especially the symptoms of concussion. However, there are questions about the traditional measurements of concussion. It is difficult to detect, and its key information may be easily ignored or become too subjective.This study measures the eye-tracking data by using VR and VR environments. We use the one-way univariate analyses of variance to examine the differences in performance on different ages, gender, and TBI severity between participants with concussion and controls. We not only check the effects of saccades, fixations, and reaction time but also make sure that three data can represent a biomarker for differentiating patients with a concussion or not.In addition, the analysis technology of electroencephalography (EEG) is used in this project, and the visual method in the VR environment is applied to generate non-invasive, visual stimulation to the experimenter to collect the response of the human brain. This technology is called Visual Evoked Potential (VEP) to analyze the brain waves of ordinary people generated by the stimulus, compare, and even combine artificial intelligence methods and eye movement values to detect concussion symptoms of mTBI. We hoped that the fusion technology of machine learning can combine the above two different analysis results to achieve the effect of optimizing the accuracy and convenience of concussion detection.

原文???core.languages.en_GB???
主出版物標題Proceedings of the 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, ECICE 2021
編輯Teen-Hang Meen
發行者Institute of Electrical and Electronics Engineers Inc.
頁面21-25
頁數5
ISBN(電子)9781665445160
DOIs
出版狀態已出版 - 2021
事件3rd IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2021 - Yunlin, Taiwan
持續時間: 29 10月 202131 10月 2021

出版系列

名字Proceedings of the 3rd IEEE Eurasia Conference on IOT, Communication and Engineering 2021, ECICE 2021

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???event.eventtypes.event.conference???3rd IEEE Eurasia Conference on IOT, Communication and Engineering, ECICE 2021
國家/地區Taiwan
城市Yunlin
期間29/10/2131/10/21

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