NeuroSky Mindwave Mobile Headset 2 as an Intervention for Reduction of Stress and Anxiety Measured With Pulse Rate Variability

Habshi Al-Kaf, A. Khandoker, K. Khalaf, H. Jelinek
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引用次数: 1

Abstract

NeuroSky Mindwave Mobile headset 2 (MMH2) is an EEG-based biofeedback device that can be used to assist in relaxation by providing users feedback on their level of relaxation. In this study, we aimed to assess the effect of using MMH2 on pulse rate variability (PRV) as a measure of relaxation in addition to the in-App real-time data. Six participants were recruited and provided information about the study once they contacted the university. Participants were required to use the Brainwave Visualizer application as part of the NeuroSky suite for relaxation for 10 minutes. PRV of each participant was determined before and after use of the MMH2. Biosignals were initially preprocessed to remove artifacts and resampled at 8Hz for time and frequency domain analysis using purpose written Matlab software. We obtained multiple parameters including the average value of the inter-pulse intervals, standard deviation, root mean square of the successive differences, and stress index. The stress score from the MMH2 screen indicated a decrease in overall stress by the participants. RMSSD decreased from pre-MMH2 to Post-MMH2 (4.6±5.9; 2.9±0.9; p=) whilst the Kubios Stress Index decreased as well (0.74±1.5; 0.44±1.1, p =) MMH2 can be used to help reduce stress and anxiety levels, making it a potentially useful tool for home use.
NeuroSky Mindwave移动耳机2作为减少压力和焦虑的干预措施,测量脉搏变异性
NeuroSky Mindwave移动耳机2 (MMH2)是一种基于脑电图的生物反馈设备,可以通过向用户提供放松程度的反馈来帮助放松。在这项研究中,我们的目的是评估使用MMH2对脉搏率变异性(PRV)的影响,除了应用程序内的实时数据。招募了六名参与者,并在他们联系大学后提供了有关该研究的信息。参与者被要求使用脑波可视化应用程序作为神经天空套件的一部分放松10分钟。在使用MMH2前后测定每位参与者的PRV。生物信号最初进行预处理以去除伪影,并使用专门编写的Matlab软件在8Hz下重新采样以进行时域和频域分析。我们得到脉冲间隔平均值、标准差、连续差的均方根和应力指数等多个参数。MMH2屏幕的压力得分表明参与者的总体压力有所下降。mmh2前后RMSSD降低(4.6±5.9);2.9±0.9;p=), Kubios应激指数下降(0.74±1.5;0.44±1.1,p =) MMH2可用于帮助减轻压力和焦虑水平,使其成为家庭使用的潜在有用工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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