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一种用于统计分析声带黏弹性剪切特性的混合效应模型方法。

A mixed-effects model approach for the statistical analysis of vocal fold viscoelastic shear properties.

机构信息

Department of Otolaryngology-Head and Neck Surgery, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA; Graduate Program in Biomedical Engineering, University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.

Department of Speech Language Pathology, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan.

出版信息

J Mech Behav Biomed Mater. 2017 Nov;75:477-485. doi: 10.1016/j.jmbbm.2017.08.006. Epub 2017 Aug 4.

Abstract

A mixed-effects model approach was introduced in this study for the statistical analysis of rheological data of vocal fold tissues, in order to account for the data correlation caused by multiple measurements of each tissue sample across the test frequency range. Such data correlation had often been overlooked in previous studies in the past decades. The viscoelastic shear properties of the vocal fold lamina propria of two commonly used laryngeal research animal species (i.e. rabbit, porcine) were measured by a linear, controlled-strain simple-shear rheometer. Along with published canine and human rheological data, the vocal fold viscoelastic shear moduli of these animal species were compared to those of human over a frequency range of 1-250Hz using the mixed-effects models. Our results indicated that tissues of the rabbit, canine and porcine vocal fold lamina propria were significantly stiffer and more viscous than those of human. Mixed-effects models were shown to be able to more accurately analyze rheological data generated from repeated measurements.

摘要

本研究采用混合效应模型方法对声带组织的流变学数据进行统计分析,以解释每个组织样本在整个测试频率范围内多次测量所导致的数据相关性。这种数据相关性在过去几十年的研究中经常被忽视。采用线性、控制应变简单剪切流变仪测量了两种常用的喉部研究动物物种(兔、猪)的声带固有层的黏弹性剪切特性。通过混合效应模型,将这些动物物种的声带黏弹性剪切模量与已发表的犬科和人类流变学数据在 1-250Hz 的频率范围内进行了比较。研究结果表明,兔、犬和猪的声带固有层组织明显比人类的更硬、更粘稠。混合效应模型被证明能够更准确地分析重复测量产生的流变学数据。

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