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对气道保护不安全的成年人的颈部听诊信号进行的统计分析。

A statistical analysis of cervical auscultation signals from adults with unsafe airway protection.

作者信息

Dudik Joshua M, Kurosu Atsuko, Coyle James L, Sejdić Ervin

机构信息

Department of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, 3700 O'Hara Street, Pittsburgh, PA, 15261, USA.

Department of Communication Science and Disorders, School of Health and Rehabilitation Sciences, University of Pittsburgh, 4028 Forbes Tower, Pittsburgh, PA, 15260, USA.

出版信息

J Neuroeng Rehabil. 2016 Jan 22;13:7. doi: 10.1186/s12984-015-0110-9.

Abstract

BACKGROUND

Aspiration, where food or liquid is allowed to enter the larynx during a swallow, is recognized as the most clinically salient feature of oropharyngeal dysphagia. This event can lead to short-term harm via airway obstruction or more long-term effects such as pneumonia. In order to non-invasively identify this event using high resolution cervical auscultation there is a need to characterize cervical auscultation signals from subjects with dysphagia who aspirate.

METHODS

In this study, we collected swallowing sound and vibration data from 76 adults (50 men, 26 women, mean age 62) who underwent a routine videofluoroscopy swallowing examination. The analysis was limited to swallows of liquid with either thin (<5 cps) or viscous (≈300 cps) consistency and was divided into those with deep laryngeal penetration or aspiration (unsafe airway protection), and those with either shallow or no laryngeal penetration (safe airway protection), using a standardized scale. After calculating a selection of time, frequency, and time-frequency features for each swallow, the safe and unsafe categories were compared using Wilcoxon rank-sum statistical tests.

RESULTS

Our analysis found that few of our chosen features varied in magnitude between safe and unsafe swallows with thin swallows demonstrating no statistical variation. We also supported our past findings with regard to the effects of sex and the presence or absence of stroke on cervical ausculation signals, but noticed certain discrepancies with regards to bolus viscosity.

CONCLUSIONS

Overall, our results support the necessity of using multiple statistical features concurrently to identify laryngeal penetration of swallowed boluses in future work with high resolution cervical auscultation.

摘要

背景

误吸是指吞咽时食物或液体进入喉部,被认为是口咽吞咽困难最突出的临床特征。这一事件可通过气道阻塞导致短期伤害,或引发诸如肺炎等更长期的影响。为了使用高分辨率颈部听诊非侵入性地识别这一事件,有必要对存在误吸的吞咽困难受试者的颈部听诊信号进行特征描述。

方法

在本研究中,我们收集了76名成年人(50名男性,26名女性,平均年龄62岁)的吞咽声音和振动数据,这些受试者均接受了常规的视频荧光吞咽检查。分析仅限于吞咽稀薄(<5厘泊)或黏稠(约300厘泊)液体的情况,并使用标准化量表将其分为伴有深喉部穿透或误吸(气道保护不安全)的情况,以及伴有浅喉部穿透或无喉部穿透(气道保护安全)的情况。在为每次吞咽计算一系列时间、频率和时频特征后,使用Wilcoxon秩和统计检验对安全和不安全类别进行比较。

结果

我们的分析发现,在安全和不安全吞咽之间,我们所选的特征中很少有在幅度上有所变化,吞咽稀薄液体时未显示出统计学差异。我们还证实了我们过去关于性别以及中风的有无对颈部听诊信号影响的研究结果,但注意到在食团黏稠度方面存在某些差异。

结论

总体而言,我们的结果支持在未来使用高分辨率颈部听诊的工作中,有必要同时使用多个统计特征来识别吞咽食团的喉部穿透情况。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c830/4722771/35276441e087/12984_2015_110_Fig1_HTML.jpg

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