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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-6023489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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