用于老年人姿势摇摆评估的可穿戴惯性测量装置原型的可行性研究

IF 1.6 Q2 MEDICINE, GENERAL & INTERNAL Journal of clinical medicine research Pub Date : 2024-04-01 Epub Date: 2024-04-30 DOI:10.14740/jocmr5125
Siriphan Kongsawasdi, Chakrit Wiboonsuntharangkoon, Pattaraporn Tajarernmuang, Kittichai Wantanajittikul
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引用次数: 0

摘要

背景:跌倒是老年人的一个主要公共卫生问题,因为跌倒是导致受伤、功能衰退和死亡的主要原因。识别易发生跌倒的人群有助于采取早期干预和预防策略。目前,可穿戴传感器因其价格低廉、体积小巧、功效显著,已成为评估平衡和活动能力的一种有前途的工具。因此,本研究的目的是评估基于惯性测量单元(IMU)的姿势摇摆指标,这些指标是在安静站立时使用四种不同的支撑基座,并在有跌倒风险的老年人和无跌倒风险的老年人之间进行比较:方法:开发了一种三轴 IMU 原型,用于评估在不同支撑基础上安静站立时的姿势摇摆。共纳入 103 名老年参与者,平均年龄为 68.5 ± 5.7 岁。摇摆指标包括幅度均方根(RMS)、信号范围总和(Range)、摇摆面积总和(SA)和距离总和(SD),用于检测摇摆扰动:结果:所有摇摆指标均显示,随着支撑基点的降低,信号轨迹的幅度明显增大。在比较潜在跌倒风险和非跌倒风险人群的 IMU 摇摆指标时,在一些变量中观察到了统计学上的显著差异,包括半双腿站立时的 RMS、范围和 SA,以及单腿站立时的范围和 SA:研究结果支持之前的研究,这些研究证明了 IMU 在评估平衡和预测未来跌倒风险方面的客观性。本研究中的重要发现有限,这可能是由于 IMU 原型的采样率(50 Hz)低于通常报告的频率(100 Hz),以及纳入了能够独立进行日常活动的年长流动参与者。IMU 能够提供全面的数据,并能检测出细微的变化、平衡障碍的早期迹象和跌倒倾向。
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Feasibility Study of a Prototype Wearable Inertial Measurement Unit for Elderly Postural Sway Assessment.

Background: Falls are a major public health problem among older adults since they are a primary cause of injuries, functional decline and mortality. Identifying individuals susceptible to falls enables early intervention and prevention strategies. Currently, wearable sensors have emerged as a promising tool for assessing balance and mobility due to their affordability, compact size, and established efficacy. Therefore, the objective of the present study was to evaluate inertial measurement unit (IMU)-based postural sway metrics during quiet stance with four different bases of support and compare them among elderly individuals who are at risk of falling and those who are not.

Methods: A triaxial IMU prototype was developed for evaluating postural sway during quiet stance, with various bases of support. Totally, 103 elderly participants with mean age of 68.5 ± 5.7 years were included. Sway metrics, including the root mean square (RMS) of magnitude, summation of range of signal (Range), summation of sway area (SA) and summation of distance (SD) were employed to detect sway perturbations.

Results: All of the sway metrics revealed a significantly increasing magnitude of signal trajectory with a decreasing base of support. When comparing IMU sway metrics between groups of individuals at potential risk and non-risk of falls, statistically significant differences were observed in some variables, including RMS, Range, and SA during semi-tandem stance, and Range and SA during one-leg standing.

Conclusions: The findings support earlier studies that demonstrated the objective nature of the IMU in assessing balance and predicting future risk of falls. Limited significant findings in this study may be due to the lower sampling rate of the IMU prototype (50 Hz) compared to commonly reported frequencies (100 Hz), as well as the inclusion of elderly ambulatory participants who were capable of being independent in their daily activities. The IMU is capable of providing comprehensive data, and detecting subtle changes, early signs of balance impairment and fall tendencies.

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