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Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders

Monitoring pathological mechano-acoustic signals emanating from the lungs is critical for timely and cost-effective healthcare delivery. Adventitious lung sounds including crackles, wheezes, rhonchi, bronchial breath sounds, stridor or pleural rub and abnormal breathing patterns function as essentia...

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Autores principales: Gupta, Pranav, Wen, Haoran, Di Francesco, Lorenzo, Ayazi, Farrokh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238985/
https://www.ncbi.nlm.nih.gov/pubmed/34183695
http://dx.doi.org/10.1038/s41598-021-92666-2
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author Gupta, Pranav
Wen, Haoran
Di Francesco, Lorenzo
Ayazi, Farrokh
author_facet Gupta, Pranav
Wen, Haoran
Di Francesco, Lorenzo
Ayazi, Farrokh
author_sort Gupta, Pranav
collection PubMed
description Monitoring pathological mechano-acoustic signals emanating from the lungs is critical for timely and cost-effective healthcare delivery. Adventitious lung sounds including crackles, wheezes, rhonchi, bronchial breath sounds, stridor or pleural rub and abnormal breathing patterns function as essential clinical biomarkers for the early identification, accurate diagnosis and monitoring of pulmonary disorders. Here, we present a wearable sensor module comprising of a hermetically encapsulated, high precision accelerometer contact microphone (ACM) which enables both episodic and longitudinal assessment of lung sounds, breathing patterns and respiratory rates using a single integrated sensor. This enhanced ACM sensor leverages a nano-gap transduction mechanism to achieve high sensitivity to weak high frequency vibrations occurring on the surface of the skin due to underlying lung pathologies. The performance of the ACM sensor was compared to recordings from a state-of-art digital stethoscope, and the efficacy of the developed system is demonstrated by conducting an exploratory research study aimed at recording pathological mechano-acoustic signals from hospitalized patients with a chronic obstructive pulmonary disease (COPD) exacerbation, pneumonia, and acute decompensated heart failure. This unobtrusive wearable system can enable both episodic and longitudinal evaluation of lung sounds that allow for the early detection and/or ongoing monitoring of pulmonary disease.
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spelling pubmed-82389852021-07-06 Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders Gupta, Pranav Wen, Haoran Di Francesco, Lorenzo Ayazi, Farrokh Sci Rep Article Monitoring pathological mechano-acoustic signals emanating from the lungs is critical for timely and cost-effective healthcare delivery. Adventitious lung sounds including crackles, wheezes, rhonchi, bronchial breath sounds, stridor or pleural rub and abnormal breathing patterns function as essential clinical biomarkers for the early identification, accurate diagnosis and monitoring of pulmonary disorders. Here, we present a wearable sensor module comprising of a hermetically encapsulated, high precision accelerometer contact microphone (ACM) which enables both episodic and longitudinal assessment of lung sounds, breathing patterns and respiratory rates using a single integrated sensor. This enhanced ACM sensor leverages a nano-gap transduction mechanism to achieve high sensitivity to weak high frequency vibrations occurring on the surface of the skin due to underlying lung pathologies. The performance of the ACM sensor was compared to recordings from a state-of-art digital stethoscope, and the efficacy of the developed system is demonstrated by conducting an exploratory research study aimed at recording pathological mechano-acoustic signals from hospitalized patients with a chronic obstructive pulmonary disease (COPD) exacerbation, pneumonia, and acute decompensated heart failure. This unobtrusive wearable system can enable both episodic and longitudinal evaluation of lung sounds that allow for the early detection and/or ongoing monitoring of pulmonary disease. Nature Publishing Group UK 2021-06-28 /pmc/articles/PMC8238985/ /pubmed/34183695 http://dx.doi.org/10.1038/s41598-021-92666-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gupta, Pranav
Wen, Haoran
Di Francesco, Lorenzo
Ayazi, Farrokh
Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title_full Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title_fullStr Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title_full_unstemmed Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title_short Detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
title_sort detection of pathological mechano-acoustic signatures using precision accelerometer contact microphones in patients with pulmonary disorders
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8238985/
https://www.ncbi.nlm.nih.gov/pubmed/34183695
http://dx.doi.org/10.1038/s41598-021-92666-2
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