A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare

The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable technological solution exists to date. A possibility could be offered by Cardiac Time Intervals extracted from simultaneous recordings of electrocardio...

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Published inSensors (Basel, Switzerland) Vol. 23; no. 13; p. 6241
Main Authors Giordano, Noemi, Rosati, Samanta, Balestra, Gabriella, Knaflitz, Marco
Format Journal Article
LanguageEnglish
Published Switzerland MDPI AG 01.07.2023
MDPI
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ISSN1424-8220
1424-8220
DOI10.3390/s23136241

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Abstract The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable technological solution exists to date. A possibility could be offered by Cardiac Time Intervals extracted from simultaneous recordings of electrocardiographic (ECG) and phonocardiographic (PCG) signals. Nevertheless, the recording of a good-quality PCG signal requires accurate positioning of the stethoscope over the chest, which is unfeasible for a naïve user as the patient. In this work, we propose a solution based on multi-source PCG. We designed a flexible multi-sensor array to enable the recording of heart sounds by inexperienced users. The multi-sensor array is based on a flexible Printed Circuit Board mounting 48 microphones with a high spatial resolution, three electrodes to record an ECG and a Magneto-Inertial Measurement Unit. We validated the usability over a sample population of 42 inexperienced volunteers and found that all subjects could record signals of good to excellent quality. Moreover, we found that the multi-sensor array is suitable for use on a wide population of at-risk patients regardless of their body characteristics. Based on the promising findings of this study, we believe that the described device could enable the home monitoring of CHF patients soon.
AbstractList The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable technological solution exists to date. A possibility could be offered by Cardiac Time Intervals extracted from simultaneous recordings of electrocardiographic (ECG) and phonocardiographic (PCG) signals. Nevertheless, the recording of a good-quality PCG signal requires accurate positioning of the stethoscope over the chest, which is unfeasible for a naïve user as the patient. In this work, we propose a solution based on multi-source PCG. We designed a flexible multi-sensor array to enable the recording of heart sounds by inexperienced users. The multi-sensor array is based on a flexible Printed Circuit Board mounting 48 microphones with a high spatial resolution, three electrodes to record an ECG and a Magneto-Inertial Measurement Unit. We validated the usability over a sample population of 42 inexperienced volunteers and found that all subjects could record signals of good to excellent quality. Moreover, we found that the multi-sensor array is suitable for use on a wide population of at-risk patients regardless of their body characteristics. Based on the promising findings of this study, we believe that the described device could enable the home monitoring of CHF patients soon.
The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable technological solution exists to date. A possibility could be offered by Cardiac Time Intervals extracted from simultaneous recordings of electrocardiographic (ECG) and phonocardiographic (PCG) signals. Nevertheless, the recording of a good-quality PCG signal requires accurate positioning of the stethoscope over the chest, which is unfeasible for a naïve user as the patient. In this work, we propose a solution based on multi-source PCG. We designed a flexible multi-sensor array to enable the recording of heart sounds by inexperienced users. The multi-sensor array is based on a flexible Printed Circuit Board mounting 48 microphones with a high spatial resolution, three electrodes to record an ECG and a Magneto-Inertial Measurement Unit. We validated the usability over a sample population of 42 inexperienced volunteers and found that all subjects could record signals of good to excellent quality. Moreover, we found that the multi-sensor array is suitable for use on a wide population of at-risk patients regardless of their body characteristics. Based on the promising findings of this study, we believe that the described device could enable the home monitoring of CHF patients soon.The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable technological solution exists to date. A possibility could be offered by Cardiac Time Intervals extracted from simultaneous recordings of electrocardiographic (ECG) and phonocardiographic (PCG) signals. Nevertheless, the recording of a good-quality PCG signal requires accurate positioning of the stethoscope over the chest, which is unfeasible for a naïve user as the patient. In this work, we propose a solution based on multi-source PCG. We designed a flexible multi-sensor array to enable the recording of heart sounds by inexperienced users. The multi-sensor array is based on a flexible Printed Circuit Board mounting 48 microphones with a high spatial resolution, three electrodes to record an ECG and a Magneto-Inertial Measurement Unit. We validated the usability over a sample population of 42 inexperienced volunteers and found that all subjects could record signals of good to excellent quality. Moreover, we found that the multi-sensor array is suitable for use on a wide population of at-risk patients regardless of their body characteristics. Based on the promising findings of this study, we believe that the described device could enable the home monitoring of CHF patients soon.
Audience Academic
Author Balestra, Gabriella
Giordano, Noemi
Rosati, Samanta
Knaflitz, Marco
AuthorAffiliation Department of Electronics and Telecommunications and PoliToBIOMedLab, Politecnico di Torino, 10129 Torino, Italy; samanta.rosati@polito.it (S.R.); gabriella.balestra@polito.it (G.B.); marco.knaflitz@polito.it (M.K.)
AuthorAffiliation_xml – name: Department of Electronics and Telecommunications and PoliToBIOMedLab, Politecnico di Torino, 10129 Torino, Italy; samanta.rosati@polito.it (S.R.); gabriella.balestra@polito.it (G.B.); marco.knaflitz@polito.it (M.K.)
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/37448089$$D View this record in MEDLINE/PubMed
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CitedBy_id crossref_primary_10_3390_electronics14010121
crossref_primary_10_1016_j_mser_2024_100804
crossref_primary_10_1002_smm2_1311
crossref_primary_10_1080_08037051_2024_2304190
Cites_doi 10.3390/jpm12122011
10.1111/j.1527-5299.2006.05769.x
10.1109/EMBC.2015.7319743
10.1016/S0140-6736(11)60101-3
10.1109/EMBC.2015.7319742
10.1016/j.bspc.2017.03.005
10.1111/j.1365-2362.2011.02596.x
10.1016/j.recesp.2014.11.009
10.23919/Eusipco47968.2020.9287636
10.1111/j.1751-7133.2010.00191.x
10.3390/s21217246
10.1161/CIRCULATIONAHA.108.783910
10.1177/1460458221997893
10.1016/j.amjcard.2005.07.016
10.1007/s10741-021-10212-8
10.1007/s11897-009-0039-z
10.1111/j.1527-5299.2006.05773.x-i1
10.3389/fphys.2019.01057
10.1007/s10741-021-10176-9
10.1093/med/9780198849346.001.0001
10.1115/1.4055513
10.1016/j.bbe.2019.02.003
10.1111/1467-8659.00652-i1
10.1016/j.bspc.2019.101775
10.1109/ACCESS.2019.2900446
10.1109/ACCESS.2021.3111778
10.3390/e23060642
10.15420/cfr.2019.5.3
10.1016/j.cardfail.2008.03.011
10.1109/EMBC.2019.8856725
10.22489/CinC.2017.141-408
10.1016/j.bspc.2020.102055
10.3390/jpm11070658
10.1111/j.1542-474X.2007.00146.x
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Issue 13
Keywords heart failure
telemedicine
phonocardiography
wearable sensors
electrocardiography
Language English
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References Zile (ref_10) 2008; 118
Brahmbhatt (ref_3) 2019; 5
Gheorghiade (ref_4) 2005; 96
Saeidi (ref_27) 2017; 36
ref_36
Radzievsky (ref_29) 2012; 42
Lee (ref_35) 2023; 145
ref_34
ref_33
ref_32
Cheng (ref_21) 2019; 7
ref_30
Hafkamp (ref_8) 2022; 27
Zhang (ref_31) 2021; 9
ref_19
Farmakis (ref_6) 2015; 68
Efstratiadis (ref_15) 2008; 14
Roos (ref_17) 2006; 12
Zuber (ref_14) 2006; 12
Samanta (ref_25) 2019; 39
ref_23
ref_22
ref_20
Kosmicki (ref_13) 2010; 16
Abraham (ref_11) 2011; 377
ref_2
Shah (ref_16) 2006; 12
Dehkordi (ref_18) 2019; 10
ref_26
Mhanna (ref_7) 2022; 27
Saeidi (ref_28) 2020; 57
Li (ref_1) 2021; 27
ref_5
Moyers (ref_12) 2007; 12
Adamson (ref_9) 2009; 6
Pathak (ref_24) 2020; 62
References_xml – ident: ref_32
  doi: 10.3390/jpm12122011
– volume: 12
  start-page: 19
  year: 2006
  ident: ref_17
  article-title: Acoustic Cardiographic Parameters and Their Relationship to Invasive Hemodynamic Measurements in Patients With Left Ventricular Systolic Dysfunction
  publication-title: Congest. Heart Fail.
  doi: 10.1111/j.1527-5299.2006.05769.x
– ident: ref_22
  doi: 10.1109/EMBC.2015.7319743
– volume: 377
  start-page: 658
  year: 2011
  ident: ref_11
  article-title: Wireless pulmonary artery haemodynamic monitoring in chronic heart failure: A randomised controlled trial
  publication-title: Lancet
  doi: 10.1016/S0140-6736(11)60101-3
– ident: ref_30
  doi: 10.1109/EMBC.2015.7319742
– volume: 36
  start-page: 11
  year: 2017
  ident: ref_27
  article-title: Automatic cardiac phase detection of mitral and aortic valves stenosis and regurgitation via localization of active valves
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2017.03.005
– volume: 42
  start-page: 402
  year: 2012
  ident: ref_29
  article-title: Estimation of left ventricular function using a novel acoustic-based device
  publication-title: Eur. J. Clin. Investig.
  doi: 10.1111/j.1365-2362.2011.02596.x
– volume: 68
  start-page: 245
  year: 2015
  ident: ref_6
  article-title: Acute Heart Failure: Epidemiology, Risk Factors, and Prevention
  publication-title: Rev. Española Cardiol. (Engl. Ed.)
  doi: 10.1016/j.recesp.2014.11.009
– ident: ref_23
  doi: 10.23919/Eusipco47968.2020.9287636
– volume: 16
  start-page: 249
  year: 2010
  ident: ref_13
  article-title: Noninvasive Prediction of Left Ventricular Systolic Dysfunction in Patients With Clinically Suspected Heart Failure Using Acoustic Cardiography
  publication-title: Congest. Heart Fail.
  doi: 10.1111/j.1751-7133.2010.00191.x
– ident: ref_33
  doi: 10.3390/s21217246
– volume: 118
  start-page: 1433
  year: 2008
  ident: ref_10
  article-title: Transition from chronic compensated to acute d compensated heart failure: Pathophysiological insights obtained from continuous monitoring of intracardiac pressures
  publication-title: Circulation
  doi: 10.1161/CIRCULATIONAHA.108.783910
– volume: 27
  start-page: 146045822199789
  year: 2021
  ident: ref_1
  article-title: Home telemonitoring for chronic disease management: Perceptions of users and factors influencing adoption
  publication-title: Health Inform. J.
  doi: 10.1177/1460458221997893
– volume: 96
  start-page: 11
  year: 2005
  ident: ref_4
  article-title: Pathophysiologic targets in the early phase of acute heart failure syndromes
  publication-title: Am. J. Cardiol.
  doi: 10.1016/j.amjcard.2005.07.016
– volume: 27
  start-page: 1683
  year: 2022
  ident: ref_8
  article-title: Optimal effectiveness of heart failure management—An umbrella review of meta-analyses examining the effectiveness of interventions to reduce (re)hospitalizations in heart failure
  publication-title: Heart Fail. Rev.
  doi: 10.1007/s10741-021-10212-8
– volume: 6
  start-page: 287
  year: 2009
  ident: ref_9
  article-title: Pathophysiology of the transition from chronic compensated and acute decompensated heart failure: New insights from continuous monitoring devices
  publication-title: Curr. Heart Fail. Rep.
  doi: 10.1007/s11897-009-0039-z
– volume: 12
  start-page: 8
  year: 2006
  ident: ref_16
  article-title: Hemodynamic Correlates of the Third Heart Sound and Systolic Time Intervals
  publication-title: Congest. Heart Fail.
  doi: 10.1111/j.1527-5299.2006.05773.x-i1
– volume: 10
  start-page: 1057
  year: 2019
  ident: ref_18
  article-title: Comparison of Different Methods for Estimating Cardiac Timings: A Comprehensive Multimodal Echocardiography Investigation
  publication-title: Front. Physiol.
  doi: 10.3389/fphys.2019.01057
– volume: 27
  start-page: 1627
  year: 2022
  ident: ref_7
  article-title: Efficacy of remote physiological monitoring-guided care for chronic heart failure: An updated meta-analysis
  publication-title: Heart Fail. Rev.
  doi: 10.1007/s10741-021-10176-9
– ident: ref_5
  doi: 10.1093/med/9780198849346.001.0001
– volume: 145
  start-page: 024503
  year: 2023
  ident: ref_35
  article-title: Quantifying the Effect of Body Habitus on Cardiac Auscultation Via Computational Hemoacoustics
  publication-title: J. Biomech. Eng.
  doi: 10.1115/1.4055513
– volume: 39
  start-page: 426
  year: 2019
  ident: ref_25
  article-title: Classification of coronary artery diseased and normal subjects using multi-channel phonocardiogram signal
  publication-title: Biocybern. Biomed. Eng.
  doi: 10.1016/j.bbe.2019.02.003
– volume: 12
  start-page: 14
  year: 2006
  ident: ref_14
  article-title: Systolic Dysfunction: Correlation of Acoustic Cardiography With Doppler Echocardiography
  publication-title: Congest. Heart Fail.
  doi: 10.1111/1467-8659.00652-i1
– volume: 57
  start-page: 101775
  year: 2020
  ident: ref_28
  article-title: Cardiac valves disorder classification based on active valves appearance periodic sequences tree of murmurs
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2019.101775
– ident: ref_36
– volume: 7
  start-page: 30033
  year: 2019
  ident: ref_21
  article-title: Research on parallel compressive sensing and application of multi-channel synchronous acquisition of heart sound signals
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2900446
– volume: 9
  start-page: 128951
  year: 2021
  ident: ref_31
  article-title: Development of a Novel Wireless Multi-Channel Stethograph System for Monitoring Cardiovascular and Cardiopulmonary Diseases
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2021.3111778
– ident: ref_26
  doi: 10.3390/e23060642
– volume: 5
  start-page: 86
  year: 2019
  ident: ref_3
  article-title: Remote Management of Heart Failure: An Overview of Telemonitoring Technologies
  publication-title: Card. Fail. Rev.
  doi: 10.15420/cfr.2019.5.3
– volume: 14
  start-page: 577
  year: 2008
  ident: ref_15
  article-title: Computerized Acoustic Cardiographic Electromechanical Activation Time Correlates With Invasive and Echocardiographic Parameters of Left Ventricular Contractility
  publication-title: J. Card. Fail.
  doi: 10.1016/j.cardfail.2008.03.011
– ident: ref_19
  doi: 10.1109/EMBC.2019.8856725
– ident: ref_20
– ident: ref_34
  doi: 10.22489/CinC.2017.141-408
– volume: 62
  start-page: 102055
  year: 2020
  ident: ref_24
  article-title: Detection of coronary artery atherosclerotic disease using novel features from synchrosqueezing transform of phonocardiogram
  publication-title: Biomed. Signal Process. Control
  doi: 10.1016/j.bspc.2020.102055
– ident: ref_2
  doi: 10.3390/jpm11070658
– volume: 12
  start-page: 89
  year: 2007
  ident: ref_12
  article-title: Performance of phonoelectrocardiographic left ventricular systolic time intervals and B-type natriuretic peptide levels in the diagnosis of left ventricular dysfunction
  publication-title: Ann. Noninvasive Electrocardiol.
  doi: 10.1111/j.1542-474X.2007.00146.x
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Snippet The home monitoring of patients affected by chronic heart failure (CHF) is of key importance in preventing acute episodes. Nevertheless, no wearable...
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StartPage 6241
SubjectTerms Auscultation
Biomarkers
Cardiac patients
Cardiovascular disease
Caregivers
Ejection fraction
Electrocardiogram
Electrocardiography
Electrodes
Heart
Heart failure
Heart Sounds
Hemodynamics
Home care services
Home care services industry
Humans
Microphones
Patients
phonocardiography
Pulmonary arteries
Sensors
Signal Processing, Computer-Assisted
Technology application
telemedicine
Usability
wearable sensors
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Title A Wearable Multi-Sensor Array Enables the Recording of Heart Sounds in Homecare
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