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Monitoring of postural sway with a head-mounted wearable device: effects of gender, participant state, and concussion

机译:头戴式可穿戴设备对姿势摇摆的监控:性别,参与者状态和脑震荡的影响

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Objective: To assess the utility of a head-mounted wearable inertial motion unit (IMU)-based sensor and 3 proposed measures of postural sway to detect outliers in athletic populations at risk of balance impairments. Methods: Descriptive statistics are used to define a normative reference range of postural sway (eyes open and eyes closed) in a cross-sectional sample of 347 college students using a wireless head-mounted IMU-based sensor. Three measures of postural sway were derived: linear sway power, eyes closed vs eyes open sway power ratio?(Ec/Eo ratio), and weight-bearing asymmetry (L-R ratio), and confidence intervals for these measures were calculated. Questionnaires were used to identify potentially confounding state variables. A prospective study of postural sway changes in 47 professional, college, and high school athletes was then carried out in on-field settings to provide estimates of session-to-session variability and the influence of routine physical activity on sway measures. Finally, pre-post-injury changes in sway are measured for a participant who was diagnosed with a concussion. Results: Despite the heterogenous population and sampling environments, well-defined confidence intervals were established for all 3 sway measures. Men demonstrated significantly greater sway than women. Two state variables significantly increased sway: the use of nicotine and prescription medications. In the athletes, session-to-session variability and changes due to routine physical activity remained well within 95% confidence intervals defined by the cross-sectional sample for all 3 sway measures. The increase in sway power following a diagnosed concussion was more than an order of magnitude greater than the increases due to session-to-session variability, physical activity, or other participant state variables. Conclusion: The proposed postural sway measures and head-mounted wearable sensor demonstrate analytic utility for on-field detection of abnormal sway that could be potentially useful when making remove-from-activity and return-to-activity decisions for athletes at risk of impact-induced balance impairments.
机译:目的:评估基于头戴式可穿戴惯性运动单元(IMU)的传感器的实用性和3种拟议的姿势摇动措施,以检测有平衡受损风险的运动人群中的异常值。方法:使用基于IMU的无线头戴式传感器,对347名大学生的横断面样本中的描述性统计量进行描述性统计,以定义姿势摇摆的标准参考范围(睁眼和闭眼)。推导了三种姿势摆幅测量方法:线性摆幅功率,闭眼与睁开摆幅功率比?(Ec / Eo比)和负重不对称性(L-R比),并计算了这些测量值的置信区间。问卷用于识别潜在的混淆状态变量。然后在田野环境中对47名职业,大学和高中运动员的姿势摇摆变化进行了前瞻性研究,以估算出各个阶段之间的变化以及常规体育锻炼对摇摆方式的影响。最后,对被诊断患有脑震荡的参与者测量受伤后的摇摆变化。结果:尽管种群和采样环境不同,但为所有3种摇摆测量建立了明确的置信区间。男人比女人表现出更大的摇摆。两个状态变量会显着增加摇摆:使用尼古丁和处方药。在运动员中,由于常规身体活动而导致的每次训练之间的变异性和变化都保持在横截面样本定义的所有3种摇摆测量所定义的95%置信区间内。被诊断为脑震荡后的摇摆力增加幅度要比会话之间的变化,身体活动或其他参与者状态变量所导致的增加大一个数量级。结论:拟议的姿势摇摆措施和头戴式可穿戴传感器证明了对异常摇摆进行现场检测的分析实用性,在为有撞击风险的运动员做出撤离和恢复活动的决定时可能会有用。诱导的余额减损。

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