Literature DB >> 25610604

Time-domain analysis of heart sound intensity in children with and without pulmonary artery hypertension: a pilot study using a digital stethoscope.

Mohamed Elgendi1, Prashant Bobhate2, Shreepal Jain2, Jennifer Rutledge3, James Y Coe3, Roger Zemp4, Dale Schuurmans1, Ian Adatia3.   

Abstract

We studied digital stethoscope recordings in children undergoing simultaneous catheterization of the pulmonary artery (PA) to determine whether time-domain analysis of heart sound intensity would aid in the diagnosis of PA hypertension (PAH). Heart sounds were recorded and stored in .wav mono audio format. We performed recordings for 20 seconds with sampling frequencies of 4,000 Hz at the second left intercostal space and the cardiac apex. We used programs written in the MATLAB 2010b environment to analyze signals. We annotated events representing the first (S1) and second (S2) heart sounds and the aortic (A2) and pulmonary (P2) components of S2. We calculated the intensity (I) of the extracted event area (x) as [Formula: see text], where n is the total number of heart sound samples in the extracted event and k is A2, P2, S1, or S2. We defined PAH as mean PA pressure (mPAp) of at least 25 mmHg with PA wedge pressure of less than 15 mmHg. We studied 22 subjects (median age: 6 years [range: 0.25-19 years], 13 female), 11 with PAH (median mPAp: 55 mmHg [range: 25-97 mmHg]) and 11 without PAH (median mPAp: 15 mmHg [range: 8-24 mmHg]). The P2∶A2 (P = .0001) and P2∶S2 (P = .0001) intensity ratios were significantly different between subjects with and those without PAH. There was a linear correlation (r > 0.7) between the P2∶S2 and P2∶A2 intensity ratios and mPAp. We found that the P2∶A2 and P2∶S2 intensity ratios discriminated between children with and those without PAH. These findings may be useful for developing an acoustic device to diagnose PAH.

Entities:  

Keywords:  auscultation; machine learning; phonocardiography; second heart sound

Year:  2014        PMID: 25610604      PMCID: PMC4278628          DOI: 10.1086/678513

Source DB:  PubMed          Journal:  Pulm Circ        ISSN: 2045-8932            Impact factor:   3.017


  16 in total

1.  Splitting of heart sounds and a classification of systolic murmurs.

Authors:  A LEATHAM
Journal:  Circulation       Date:  1957-09       Impact factor: 29.690

2.  Guidelines on diagnosis and treatment of pulmonary arterial hypertension. The Task Force on Diagnosis and Treatment of Pulmonary Arterial Hypertension of the European Society of Cardiology.

Authors:  Nazzareno Galiè; Adam Torbicki; Robyn Barst; Philippe Dartevelle; Sheila Haworth; Tim Higenbottam; Horst Olschewski; Andrew Peacock; Giuseppe Pietra; Lewis J Rubin; Gerald Simonneau; Silvia G Priori; Maria Angeles Alonso Garcia; Jean-Jacques Blanc; Andrzej Budaj; Martin Cowie; Verconcia Dean; Jaap Deckers; Enrique Fernandez Burgos; John Lekakis; Bertil Lindahl; Gianfranco Mazzotta; Keith McGregor; João Morais; Ali Oto; Otto A Smiseth; Joan Albert Barbera; Simon Gibbs; Marius Hoeper; Marc Humbert; Robert Naeije; Joanna Pepke-Zaba
Journal:  Eur Heart J       Date:  2004-12       Impact factor: 29.983

3.  A dynamic method to estimate the time split between the A2 and P2 components of the S2 heart sound.

Authors:  Vivek Nigam; Roland Priemer
Journal:  Physiol Meas       Date:  2006-04-27       Impact factor: 2.833

Review 4.  Pulmonary arterial pressure during rest and exercise in healthy subjects: a systematic review.

Authors:  G Kovacs; A Berghold; S Scheidl; H Olschewski
Journal:  Eur Respir J       Date:  2009-03-26       Impact factor: 16.671

Review 5.  Diagnosis and assessment of pulmonary arterial hypertension.

Authors:  David B Badesch; Hunter C Champion; Miguel Angel Gomez Sanchez; Marius M Hoeper; James E Loyd; Alessandra Manes; Michael McGoon; Robert Naeije; Horst Olschewski; Ronald J Oudiz; Adam Torbicki
Journal:  J Am Coll Cardiol       Date:  2009-06-30       Impact factor: 24.094

6.  Estimation of pulmonary artery pressure by spectral analysis of the second heart sound.

Authors:  D Chen; P Pibarot; G Honos; L G Durand
Journal:  Am J Cardiol       Date:  1996-10-01       Impact factor: 2.778

7.  Spectral analysis of the heart sounds in children with and without pulmonary artery hypertension.

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Long Guo; Jennifer Rutledge; Yashu Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  Int J Cardiol       Date:  2014-02-24       Impact factor: 4.164

8.  Targeting pulmonary vascular disease to improve global health: pulmonary vascular disease: the global perspective.

Authors:  Stuart Rich; Ahvie Herskowitz
Journal:  Chest       Date:  2010-06       Impact factor: 9.410

9.  Measurement of oxygen consumption in children undergoing cardiac catheterization: comparison between mass spectrometry and the breath-by-breath method.

Authors:  Long Guo; Yong Cui; Scott Pharis; Mark Walsh; Joseph Atallah; Meng-Wei Tan; Jennifer Rutledge; J Y Coe; Ian Adatia
Journal:  Pediatr Cardiol       Date:  2013-12-19       Impact factor: 1.655

10.  A new, simple, and accurate method for non-invasive estimation of pulmonary arterial pressure.

Authors:  J Xu; L-G Durand; P Pibarot
Journal:  Heart       Date:  2002-07       Impact factor: 5.994

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  6 in total

1.  The unique heart sound signature of children with pulmonary artery hypertension.

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Long Guo; Shine Kumar; Jennifer Rutledge; Yashu Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  Pulm Circ       Date:  2015-12       Impact factor: 3.017

2.  A Survey of Challenges and Opportunities in Sensing and Analytics for Risk Factors of Cardiovascular Disorders.

Authors:  Nathan C Hurley; Erica S Spatz; Harlan M Krumholz; Roozbeh Jafari; Bobak J Mortazavi
Journal:  ACM Trans Comput Healthc       Date:  2020-12-30

3.  Detection of Heart Sounds in Children with and without Pulmonary Arterial Hypertension--Daubechies Wavelets Approach.

Authors:  Mohamed Elgendi; Shine Kumar; Long Guo; Jennifer Rutledge; James Y Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  PLoS One       Date:  2015-12-02       Impact factor: 3.240

4.  Acoustic diagnosis of pulmonary hypertension: automated speech- recognition-inspired classification algorithm outperforms physicians.

Authors:  Tarek Kaddoura; Karunakar Vadlamudi; Shine Kumar; Prashant Bobhate; Long Guo; Shreepal Jain; Mohamed Elgendi; James Y Coe; Daniel Kim; Dylan Taylor; Wayne Tymchak; Dale Schuurmans; Roger J Zemp; Ian Adatia
Journal:  Sci Rep       Date:  2016-09-09       Impact factor: 4.379

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

Authors:  Mohamed Elgendi; Prashant Bobhate; Shreepal Jain; Long Guo; Jennifer Rutledge; Yashu Coe; Roger Zemp; Dale Schuurmans; Ian Adatia
Journal:  Diseases       Date:  2018-04-13

6.  Identification of Pulmonary Hypertension Using Entropy Measure Analysis of Heart Sound Signal.

Authors:  Hong Tang; Yuanlin Jiang; Ting Li; Xinpei Wang
Journal:  Entropy (Basel)       Date:  2018-05-21       Impact factor: 2.524

  6 in total

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