Laboratory Evaluation of a Wearable Instrumented Headband for Rotational Head Kinematics Measurement.

IF 3 2区 医学 Q3 ENGINEERING, BIOMEDICAL
Anu Tripathi, Yang Wan, Sushant Malave, Sheila Turcsanyi, Alice Lux Fawzi, Alison Brooks, Haneesh Kesari, Traci Snedden, Peter Ferrazzano, Christian Franck, Rika Wright Carlsen
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Abstract

Purpose: Mild traumatic brain injuries (mTBI) are a highly prevalent condition with heterogeneous outcomes between individuals. A key factor governing brain tissue deformation and the risk of mTBI is the rotational kinematics of the head. Instrumented mouthguards are a widely accepted method for measuring rotational head motions, owing to their robust sensor-skull coupling. However, wearing mouthguards is not feasible in all situations, especially for long-term data collection. Therefore, alternative wearable devices are needed. In this study, we present an improved design and data processing scheme for an instrumented headband.

Methods: Our instrumented headband utilizes an array of inertial measurement units (IMUs) and a new data processing scheme based on continuous wavelet transforms to address sources of error in the IMU measurements. The headband performance was evaluated in the laboratory on an anthropomorphic test device, which was impacted with a soccer ball to replicate soccer heading.

Results: When comparing the measured peak rotational velocities (PRV) and peak rotational accelerations (PRA) between the reference sensors and the headband for impacts to the front of the head, the correlation coefficients (r) were 0.80 and 0.63, and the normalized root mean square error (NRMSE) values were 0.20 and 0.28, respectively. However, when considering all impact locations, r dropped to 0.42 and 0.34 and NRMSE increased to 0.5 and 0.41 for PRV and PRA, respectively.

Conclusion: This new instrumented headband improves upon previous headband designs in reconstructing the rotational head kinematics resulting from frontal soccer ball impacts, providing a potential alternative to instrumented mouthguards.

可穿戴头带旋转头部运动测量的实验室评价。
目的:轻度外伤性脑损伤(mTBI)是一种非常普遍的疾病,个体之间的预后不尽相同。控制脑组织变形和mTBI风险的关键因素是头部的旋转运动学。仪器护齿器是一种被广泛接受的测量旋转头部运动的方法,因为它们具有强大的传感器-头骨耦合。然而,戴牙套并不是在所有情况下都可行,特别是对于长期的数据收集。因此,需要替代的可穿戴设备。在这项研究中,我们提出了一种改进的仪器头带设计和数据处理方案。方法:利用惯性测量单元阵列和基于连续小波变换的新数据处理方案来解决惯性测量单元测量中的误差来源。在实验室的拟人化测试装置上评估了头带的性能,用足球撞击头带来模拟足球头球。结果:对比参考传感器与头带测量的头部前部撞击峰值转速(PRV)和峰值旋转加速度(PRA),相关系数(r)分别为0.80和0.63,归一化均方根误差(NRMSE)分别为0.20和0.28。然而,考虑到所有的影响位置,PRV和PRA的r分别下降到0.42和0.34,NRMSE分别增加到0.5和0.41。结论:这种新的头带改进了以前的头带设计,在重建因正面足球撞击而导致的头部旋转运动学方面,提供了一种潜在的替代牙套。
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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来源期刊
Annals of Biomedical Engineering
Annals of Biomedical Engineering 工程技术-工程:生物医学
CiteScore
7.50
自引率
15.80%
发文量
212
审稿时长
3 months
期刊介绍: Annals of Biomedical Engineering is an official journal of the Biomedical Engineering Society, publishing original articles in the major fields of bioengineering and biomedical engineering. The Annals is an interdisciplinary and international journal with the aim to highlight integrated approaches to the solutions of biological and biomedical problems.
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