Objective Assessment of Covid-19 Severity Affecting the Vocal and Respiratory System Using a Wearable, Autonomous Sound Collar.

IF 2.3 4区 医学 Q3 BIOPHYSICS Cellular and molecular bioengineering Pub Date : 2021-11-05 eCollection Date: 2022-02-01 DOI:10.1007/s12195-021-00712-w
D Ishac, S Matta, S Bin, H Aziz, E Karam, A Abche, G Nassar
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Abstract

Introduction: Since the outbreak began in January 2020, Covid-19 has affected more than 161 million people worldwide and resulted in about 3.3 million deaths. Despite efforts to detect human infection with the virus as early as possible, the confirmatory test still requires the analysis of sputum or blood with estimated results available within approximately 30 minutes; this may potentially be followed by clinical referral if the patient shows signs of aggravated pneumonia. This work aims to implement a soft collar as a sound device dedicated to the objective evaluation of the pathophysiological state resulting from dysphonia of laryngeal origin or respiratory failure of inflammatory origin, in particular caused by Covid-19.

Methods: In this study, we exploit the vibrations of waves generated by the vocal and respiratory system of 30 people. A biocompatible acoustic sensor embedded in a soft collar around the neck collects these waves. The collar is also equipped with thermal sensors and a cross-data analysis module in both the temporal and frequency domains (STFT). The optimal coupling conditions and the electrical and dimensional characteristics of the sensors were defined based on a mathematical approach using a matrix formalism.

Results: The characteristics of the signals in the time domain combined with the quantities obtained from the STFT offer multidimensional information and a decision support tool for determining a pathophysiological state representative of the symptoms explored. The device, tested on 30 people, was able to differentiate patients with mild symptoms from those who had developed acute signs of respiratory failure on a severity scale of 1 to 10.

Conclusion: With the health constraints imposed by the effects of Covid-19, the heavy organization to be implemented resulting from the flow of diagnostics, tests and clinical management, it was urgent to develop innovative and safe biomedical technologies. This passive listening technique will contribute to the non-invasive assessment and dynamic observation of lesions. Moreover, it merits further examination to provide support for medical operators to improve clinical management.

Supplementary information: The online version contains supplementary material available at 10.1007/s12195-021-00712-w.

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使用可穿戴式自主项圈客观评估Covid-19对声乐和呼吸系统影响的严重程度。
导言:自2020年1月疫情爆发以来,Covid-19已影响到全球超过1.61亿人,导致约330万人死亡。尽管努力尽早发现人感染病毒,但确诊试验仍需要对痰液或血液进行分析,并在大约30分钟内获得估计结果;如果患者表现出肺炎加重的迹象,可能需要进行临床转诊。本工作旨在实现软领作为一种声音装置,专门用于客观评估喉源性发音障碍或炎症源性呼吸衰竭,特别是Covid-19引起的病理生理状态。方法:在这项研究中,我们利用30人的声音和呼吸系统产生的波的振动。一个生物兼容的声学传感器嵌入在脖子周围的软项圈中收集这些声波。该接箍还配备了热传感器和时域和频域(STFT)交叉数据分析模块。基于矩阵形式的数学方法,确定了传感器的最优耦合条件、电学特性和尺寸特性。结果:信号在时域上的特征与从STFT中获得的数量相结合,为确定表征所探索症状的病理生理状态提供了多维信息和决策支持工具。该设备在30人身上进行了测试,能够区分症状轻微的患者和出现急性呼吸衰竭症状的患者(严重程度为1到10)。结论:鉴于新冠肺炎疫情对健康的影响,以及诊断、检测和临床管理流程带来的繁重组织工作,迫切需要开发创新、安全的生物医学技术。这种被动聆听技术将有助于对病变进行无创评估和动态观察。此外,值得进一步研究,为医疗经营者提高临床管理水平提供支持。补充信息:在线版本包含补充资料,提供地址为10.1007/s12195-021-00712-w。
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
CiteScore
5.60
自引率
3.60%
发文量
30
审稿时长
>12 weeks
期刊介绍: The field of cellular and molecular bioengineering seeks to understand, so that we may ultimately control, the mechanical, chemical, and electrical processes of the cell. A key challenge in improving human health is to understand how cellular behavior arises from molecular-level interactions. CMBE, an official journal of the Biomedical Engineering Society, publishes original research and review papers in the following seven general areas: Molecular: DNA-protein/RNA-protein interactions, protein folding and function, protein-protein and receptor-ligand interactions, lipids, polysaccharides, molecular motors, and the biophysics of macromolecules that function as therapeutics or engineered matrices, for example. Cellular: Studies of how cells sense physicochemical events surrounding and within cells, and how cells transduce these events into biological responses. Specific cell processes of interest include cell growth, differentiation, migration, signal transduction, protein secretion and transport, gene expression and regulation, and cell-matrix interactions. Mechanobiology: The mechanical properties of cells and biomolecules, cellular/molecular force generation and adhesion, the response of cells to their mechanical microenvironment, and mechanotransduction in response to various physical forces such as fluid shear stress. Nanomedicine: The engineering of nanoparticles for advanced drug delivery and molecular imaging applications, with particular focus on the interaction of such particles with living cells. Also, the application of nanostructured materials to control the behavior of cells and biomolecules.
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