Novel approaches to measure acoustic emissions as biomarkers for joint health assessment

Caitlin N. Teague, Sinan Hersek, H. Toreyin, M. Millard-Stafford, Michael L. Jones, G. Kogler, M. Sawka, O. Inan
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引用次数: 15

Abstract

The ultimate objective of this research is to quantify changes in joint sounds during recovery from musculoskeletal injury, and to then use the characteristics of such sounds as a biomarker for quantifying joint rehabilitation progress. This paper focuses on the robust measurement of joint acoustic emissions using miniature microphones placed on the knee and interfaced to custom hardware. Two types of microphones were investigated: (1) miniature microphones with a sound port for detecting airborne sounds; and (2) piezoelectric film based contact microphones for detecting skin vibrations associated with internal sounds. Additionally, inertial measurements were taken simultaneously with joint sounds to observe the consistency in the acoustic emissions in the context of particular activities: knee flexion / extension (without load) and multi-joint weighted movement involving knee and hip flexion / extension (i.e. sit-to-stand). The preliminary data demonstrated that high quality joint sound measurements can be obtained with unique and repeatable acoustic signatures in healthy and injured joints. Additionally, the results suggest that combining piezoelectric contact microphones (which detect high quality acoustic emission signals directly from the skin vibrations but can be compromised with loss of skin contact) and electret microphones (which measure lower signal-to-noise ratio airborne sounds from the joint but can even measure such sounds at 5 cm distance from the skin) can provide robust measurements for a future wearable system to assess joint health in patients during rehabilitation at home.
测量声发射作为关节健康评估生物标志物的新方法
本研究的最终目的是量化肌肉骨骼损伤恢复过程中关节声音的变化,然后将这些声音的特征作为量化关节康复进展的生物标志物。本文的重点是利用放置在膝盖上并与定制硬件接口的微型麦克风进行关节声发射的鲁棒测量。研究了两种类型的传声器:(1)带声音口的微型传声器,用于探测机载声音;(2)基于压电薄膜的接触式麦克风,用于检测与内部声音相关的皮肤振动。此外,与关节声音同时进行惯性测量,以观察特定活动背景下声发射的一致性:膝关节屈曲/伸展(无负荷)和涉及膝关节和髋关节屈曲/伸展的多关节加权运动(即坐立)。初步数据表明,高质量的关节声音测量可以在健康和受伤的关节中获得独特和可重复的声学特征。此外,结果表明,结合压电接触麦克风(可以直接从皮肤振动中检测高质量的声发射信号,但可能会因失去皮肤接触而受到损害)和驻极体麦克风(可以测量来自关节的低信噪比空气声音,但甚至可以测量距离皮肤5厘米的声音)可以为未来的可穿戴系统提供可靠的测量,以评估患者在家中康复期间的关节健康状况。
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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