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The coming era of a new auscultation system for analyzing respiratory sounds

Auscultation with stethoscope has been an essential tool for diagnosing the patients with respiratory disease. Although auscultation is non-invasive, rapid, and inexpensive, it has intrinsic limitations such as inter-listener variability and subjectivity, and the examination must be performed face-t...

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Autores principales: Kim, Yoonjoo, Hyon, YunKyong, Lee, Sunju, Woo, Seong-Dae, Ha, Taeyoung, Chung, Chaeuk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969404/
https://www.ncbi.nlm.nih.gov/pubmed/35361176
http://dx.doi.org/10.1186/s12890-022-01896-1
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author Kim, Yoonjoo
Hyon, YunKyong
Lee, Sunju
Woo, Seong-Dae
Ha, Taeyoung
Chung, Chaeuk
author_facet Kim, Yoonjoo
Hyon, YunKyong
Lee, Sunju
Woo, Seong-Dae
Ha, Taeyoung
Chung, Chaeuk
author_sort Kim, Yoonjoo
collection PubMed
description Auscultation with stethoscope has been an essential tool for diagnosing the patients with respiratory disease. Although auscultation is non-invasive, rapid, and inexpensive, it has intrinsic limitations such as inter-listener variability and subjectivity, and the examination must be performed face-to-face. Conventional stethoscope could not record the respiratory sounds, so it was impossible to share the sounds. Recent innovative digital stethoscopes have overcome the limitations and enabled clinicians to store and share the sounds for education and discussion. In particular, the recordable stethoscope made it possible to analyze breathing sounds using artificial intelligence, especially based on neural network. Deep learning-based analysis with an automatic feature extractor and convoluted neural network classifier has been applied for the accurate analysis of respiratory sounds. In addition, the current advances in battery technology, embedded processors with low power consumption, and integrated sensors make possible the development of wearable and wireless stethoscopes, which can help to examine patients living in areas of a shortage of doctors or those who need isolation. There are still challenges to overcome, such as the analysis of complex and mixed respiratory sounds and noise filtering, but continuous research and technological development will facilitate the transition to a new era of a wearable and smart stethoscope.
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spelling pubmed-89694042022-04-01 The coming era of a new auscultation system for analyzing respiratory sounds Kim, Yoonjoo Hyon, YunKyong Lee, Sunju Woo, Seong-Dae Ha, Taeyoung Chung, Chaeuk BMC Pulm Med Review Auscultation with stethoscope has been an essential tool for diagnosing the patients with respiratory disease. Although auscultation is non-invasive, rapid, and inexpensive, it has intrinsic limitations such as inter-listener variability and subjectivity, and the examination must be performed face-to-face. Conventional stethoscope could not record the respiratory sounds, so it was impossible to share the sounds. Recent innovative digital stethoscopes have overcome the limitations and enabled clinicians to store and share the sounds for education and discussion. In particular, the recordable stethoscope made it possible to analyze breathing sounds using artificial intelligence, especially based on neural network. Deep learning-based analysis with an automatic feature extractor and convoluted neural network classifier has been applied for the accurate analysis of respiratory sounds. In addition, the current advances in battery technology, embedded processors with low power consumption, and integrated sensors make possible the development of wearable and wireless stethoscopes, which can help to examine patients living in areas of a shortage of doctors or those who need isolation. There are still challenges to overcome, such as the analysis of complex and mixed respiratory sounds and noise filtering, but continuous research and technological development will facilitate the transition to a new era of a wearable and smart stethoscope. BioMed Central 2022-03-31 /pmc/articles/PMC8969404/ /pubmed/35361176 http://dx.doi.org/10.1186/s12890-022-01896-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Review
Kim, Yoonjoo
Hyon, YunKyong
Lee, Sunju
Woo, Seong-Dae
Ha, Taeyoung
Chung, Chaeuk
The coming era of a new auscultation system for analyzing respiratory sounds
title The coming era of a new auscultation system for analyzing respiratory sounds
title_full The coming era of a new auscultation system for analyzing respiratory sounds
title_fullStr The coming era of a new auscultation system for analyzing respiratory sounds
title_full_unstemmed The coming era of a new auscultation system for analyzing respiratory sounds
title_short The coming era of a new auscultation system for analyzing respiratory sounds
title_sort coming era of a new auscultation system for analyzing respiratory sounds
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8969404/
https://www.ncbi.nlm.nih.gov/pubmed/35361176
http://dx.doi.org/10.1186/s12890-022-01896-1
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