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The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension

Increased blood pressure in the pulmonary artery is referred to as pulmonary hypertension and often is linked to loud pulmonic valve closures. For the purpose of this paper, it was hypothesized that pulmonary circulation vibrations will create sounds similar to sounds created by vocal cords during s...

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Autores principales: Elgendi, Mohamed, Bobhate, Prashant, Jain, Shreepal, Guo, Long, Rutledge, Jennifer, Coe, Yashu, Zemp, Roger, Schuurmans, Dale, Adatia, Ian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6023489/
https://www.ncbi.nlm.nih.gov/pubmed/29652794
http://dx.doi.org/10.3390/diseases6020026
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author Elgendi, Mohamed
Bobhate, Prashant
Jain, Shreepal
Guo, Long
Rutledge, Jennifer
Coe, Yashu
Zemp, Roger
Schuurmans, Dale
Adatia, Ian
author_facet Elgendi, Mohamed
Bobhate, Prashant
Jain, Shreepal
Guo, Long
Rutledge, Jennifer
Coe, Yashu
Zemp, Roger
Schuurmans, Dale
Adatia, Ian
author_sort Elgendi, Mohamed
collection PubMed
description Increased blood pressure in the pulmonary artery is referred to as pulmonary hypertension and often is linked to loud pulmonic valve closures. For the purpose of this paper, it was hypothesized that pulmonary circulation vibrations will create sounds similar to sounds created by vocal cords during speech and that subjects with pulmonary artery hypertension (PAH) could have unique sound signatures across four auscultatory sites. Using a digital stethoscope, heart sounds were recorded at the cardiac apex, 2(nd) left intercostal space (2LICS), 2(nd) right intercostal space (2RICS), and 4(th) left intercostal space (4LICS) undergoing simultaneous cardiac catheterization. From the collected heart sounds, relative power of the frequency band, energy of the sinusoid formants, and entropy were extracted. PAH subjects were differentiated by applying the linear discriminant analysis with leave-one-out cross-validation. The entropy of the first sinusoid formant decreased significantly in subjects with a mean pulmonary artery pressure (mPAp) ≥ 25 mmHg versus subjects with a mPAp < 25 mmHg with a sensitivity of 84% and specificity of 88.57%, within a 10-s optimized window length for heart sounds recorded at the 2LICS. First sinusoid formant entropy reduction of heart sounds in PAH subjects suggests the existence of a vowel-like pattern. Pattern analysis revealed a unique sound signature, which could be used in non-invasive screening tools.
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spelling pubmed-60234892018-07-03 The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension Elgendi, Mohamed Bobhate, Prashant Jain, Shreepal Guo, Long Rutledge, Jennifer Coe, Yashu Zemp, Roger Schuurmans, Dale Adatia, Ian Diseases Article Increased blood pressure in the pulmonary artery is referred to as pulmonary hypertension and often is linked to loud pulmonic valve closures. For the purpose of this paper, it was hypothesized that pulmonary circulation vibrations will create sounds similar to sounds created by vocal cords during speech and that subjects with pulmonary artery hypertension (PAH) could have unique sound signatures across four auscultatory sites. Using a digital stethoscope, heart sounds were recorded at the cardiac apex, 2(nd) left intercostal space (2LICS), 2(nd) right intercostal space (2RICS), and 4(th) left intercostal space (4LICS) undergoing simultaneous cardiac catheterization. From the collected heart sounds, relative power of the frequency band, energy of the sinusoid formants, and entropy were extracted. PAH subjects were differentiated by applying the linear discriminant analysis with leave-one-out cross-validation. The entropy of the first sinusoid formant decreased significantly in subjects with a mean pulmonary artery pressure (mPAp) ≥ 25 mmHg versus subjects with a mPAp < 25 mmHg with a sensitivity of 84% and specificity of 88.57%, within a 10-s optimized window length for heart sounds recorded at the 2LICS. First sinusoid formant entropy reduction of heart sounds in PAH subjects suggests the existence of a vowel-like pattern. Pattern analysis revealed a unique sound signature, which could be used in non-invasive screening tools. MDPI 2018-04-13 /pmc/articles/PMC6023489/ /pubmed/29652794 http://dx.doi.org/10.3390/diseases6020026 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Elgendi, Mohamed
Bobhate, Prashant
Jain, Shreepal
Guo, Long
Rutledge, Jennifer
Coe, Yashu
Zemp, Roger
Schuurmans, Dale
Adatia, Ian
The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title_full The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title_fullStr The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title_full_unstemmed The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title_short The Voice of the Heart: Vowel-Like Sound in Pulmonary Artery Hypertension
title_sort voice of the heart: vowel-like sound in pulmonary artery hypertension
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6023489/
https://www.ncbi.nlm.nih.gov/pubmed/29652794
http://dx.doi.org/10.3390/diseases6020026
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