Exploring the Relationship between Behavioral and Neurological Impairments Due to Mild Cognitive Impairment: Correlation Study between Virtual Kiosk Test and EEG-SSVEP

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초록

Amnestic mild cognitive impairment (aMCI) is a transitional stage between normal aging and Alzheimer's disease, making early screening imperative for potential intervention and prevention of progression to Alzheimer's disease (AD). Therefore, there is a demand for research to identify effective and easy-to-use tools for aMCI screening. While behavioral tests in virtual reality environments have successfully captured behavioral features related to instrumental activities of daily living for aMCI screening, further investigations are necessary to establish connections between cognitive decline and neurological changes. Utilizing electroencephalography with steady-state visual evoked potentials, this study delved into the correlation between behavioral features recorded during virtual reality tests and neurological features obtained by measuring neural activity in the dorsal stream. As a result, this multimodal approach achieved an impressive screening accuracy of 98.38%.

키워드

virtual realitybrain-computer interfacehuman cognitioninstrumental activities of daily livingsteady-state visual evoked potentialsBrainBrain computer interfaceElectrophysiologyInterface statesNeuronsVirtual reality
제목
Exploring the Relationship between Behavioral and Neurological Impairments Due to Mild Cognitive Impairment: Correlation Study between Virtual Kiosk Test and EEG-SSVEP
저자
Kim, DohyunKim, YuwonPark, JinseokChoi, HojinRyu, HokyoungLoeser, MartinSeo, Kyoungwon
DOI
10.3390/s24113543
발행일
2024-06
유형
Article
저널명
Sensors
24
11
페이지
1 ~ 15

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