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Original Article

Phonocardiogram signal analysis: Techniques and performance comparison

Pages 221-227 | Published online: 09 Jul 2009

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Sidi Mohammed El Amine Debbal. (2020) Analysis of the four heart sounds statistical study and spectro-temporal characteristics. Journal of Medical Engineering & Technology 44:7, pages 396-410.
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Maria Rosa Montinari & Sergio Minelli. (2019) The first 200 years of cardiac auscultation and future perspectives. Journal of Multidisciplinary Healthcare 12, pages 183-189.
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A. Atbi, S. M. Debbal, F. Meziani & A. Meziane. (2013) Separation of heart sounds and heart murmurs by Hilbert transform envelogram. Journal of Medical Engineering & Technology 37:6, pages 375-387.
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F. Meziani, S. M. Debbal & A. Atbi. (2013) Analysis of the pathological severity degree of aortic stenosis (AS) and mitral stenosis (MS) using the discrete wavelet transform (DWT). Journal of Medical Engineering & Technology 37:1, pages 61-74.
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F. Meziani, S. M. Debbal & A. Atbi. (2012) Analysis of phonocardiogram signals using wavelet transform. Journal of Medical Engineering & Technology 36:6, pages 283-302.
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Burhan Ergen, Yetkin Tatar & Halil Ozcan Gulcur. (2012) Time–frequency analysis of phonocardiogram signals using wavelet transform: a comparative study. Computer Methods in Biomechanics and Biomedical Engineering 15:4, pages 371-381.
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V. S. Chourasia, A. K. Tiwari, R. Gangopadhyay & K. A. Akant. (2012) Foetal phonocardiographic signal denoising based on non-negative matrix factorization. Journal of Medical Engineering & Technology 36:1, pages 57-66.
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Matevz Leskovsek, Dragomira Ahlin, Rok Cancer, Milan Hosta, Dusan Enova, Nika Pusenjak & Matjaz Bunc. (2011) Low latency breathing frequency detection and monitoring on a personal computer. Journal of Medical Engineering & Technology 35:6-7, pages 322-329.
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M. Grigioni, C. Daniele, C. Del Gaudio, U. Morbiducci, G. D'avenio, D. Di Meo & V. Barbaro. (2007) Beat to beat analysis of mechanical heart valves by means of return map. Journal of Medical Engineering & Technology 31:2, pages 94-100.
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S. M. Debbal & F. Bereksi-Reguig. (2006) Analysis and study of the variation of splitting in the second heartbeat sound of wavelet transform. Journal of Medical Engineering & Technology 30:5, pages 298-305.
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Mauro Grigioni, Carla Daniele, Giuseppe D'Avenio, Umberto Morbiducci, Costantino Del Gaudio, Mara Abbate & David Di Meo. (2004) Innovative technologies for the assessment of cardiovascular medical devices: state-of-the-art techniques for artificial heart valve testing. Expert Review of Medical Devices 1:1, pages 81-93.
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SM Debbal & F Bereksi-Reguig. (2004) Analysis of the second heart sound using continuous wavelet transform. Journal of Medical Engineering & Technology 28:4, pages 151-156.
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Articles from other publishers (83)

Kriti Taneja, Vinay Arora & Karun Verma. (2023) Classifying the heart sound signals using textural‐based features for an efficient decision support system. Expert Systems 40:6.
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Junchao Fan, Shizhan Tang, Han Duan, Xiuli Bi, Bin Xiao, Weisheng Li & Xinbo Gao. (2023) Le-LWTNet: A Learnable Lifting Wavelet Convolutional Neural Network for Heart Sound Abnormality Detection. IEEE Transactions on Instrumentation and Measurement 72, pages 1-14.
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Nusrat Binta Nizam, Shoyad Ibn Sabur Khan Nuhash & Taufiq Hasan. (2022) Hilbert-envelope features for cardiac disease classification from noisy phonocardiograms. Biomedical Signal Processing and Control 78, pages 103864.
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Mahmoud Fakhry & Abeer FathAllah Brery. (2022) A Comparison Study on Training Optimization Algorithms in the biLSTM Neural Network for Classification of PCG Signals. A Comparison Study on Training Optimization Algorithms in the biLSTM Neural Network for Classification of PCG Signals.
Sibghatullah I. Khan, Saeed Mian Qaisar & Ram Bilas Pachori. (2022) Automated classification of valvular heart diseases using FBSE-EWT and PSR based geometrical features. Biomedical Signal Processing and Control 73, pages 103445.
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Chengkai Zhu, Marcel Balle, Bin Zhang, Qinyi Lv, Yun Li, Zhongbo Zhu, Xinbo Wang, Xiaojun Li & Lixin Ran. (2022) Doppler Cardiogram Detected by a V -Band Doppler Radar Sensor . IEEE Transactions on Microwave Theory and Techniques 70:1, pages 521-531.
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Dilber Uzun Ozsahin, John Bush Idoko, Busayo Oluwatobiloba Aderotoye, Laith M. Alasais, Hamdi Burakah, Jamil Hilal Seif Abu Shaban & Ilker Ozsahin. 2022. Modern Practical Healthcare Issues in Biomedical Instrumentation. Modern Practical Healthcare Issues in Biomedical Instrumentation 139 150 .
El-Sayed A. El-Dahshan, Mahmoud M. Bassiouni, Septavera Sharvia & Abdel-Badeeh M. Salem. (2021) PCG signals for biometric authentication systems: An in-depth review. Computer Science Review 41, pages 100420.
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Milan Stork & Josef Houzar. (2020) Non Contact Methods of Heart Rate Variability Measuring and Analysis. Non Contact Methods of Heart Rate Variability Measuring and Analysis.
Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari, Zhe Feng & Taufiq Hasan. (2020) Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks. IEEE Journal of Biomedical and Health Informatics 24:8, pages 2189-2198.
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Wasam Samer Abed & Rashid Ali Fayadh. (2020) Wavelet Packet VS Backpropagation for localization and Classification PCG Signals. IOP Conference Series: Materials Science and Engineering 881:1, pages 012104.
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Sara Khaled, Mahmoud Fakhry & Ahmed S. Mubarak. (2020) Classification of PCG Signals Using A Nonlinear Autoregressive Network with Exogenous Inputs (NARX). Classification of PCG Signals Using A Nonlinear Autoregressive Network with Exogenous Inputs (NARX).
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Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Elsa Ferreira Gomes & Alípio M. Jorge. (2019) Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features. Journal of Medical Systems 43:6.
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Amit Krishna Dwivedi, Syed Anas Imtiaz & Esther Rodriguez-Villegas. (2019) Algorithms for Automatic Analysis and Classification of Heart Sounds–A Systematic Review. IEEE Access 7, pages 8316-8345.
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Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, Carlos Abreu Ferreira, Alípio M. Jorge & Luís Antunes. 2019. Progress in Artificial Intelligence. Progress in Artificial Intelligence 311 322 .
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Rong-Ching Wu & Li-Ju Huang. (2018) Non-Distorted Optimization Spectrum Analysis. Energies 11:7, pages 1841.
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Manas Saha, Mrinal Kanti Naskar & B. N. Chatterji. 2018. Handbook of Research on Information Security in Biomedical Signal Processing. Handbook of Research on Information Security in Biomedical Signal Processing 95 129 .
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Amirtaha Taebi & Hansen A. Mansy. (2017) Analysis of seismocardiographic signals using polynomial chirplet transform and smoothed pseudo Wigner-Ville distribution. Analysis of seismocardiographic signals using polynomial chirplet transform and smoothed pseudo Wigner-Ville distribution.
Mohammed Nabih Ali, EL-Sayed A. El-Dahshan & Ashraf H. Yahia. (2017) Denoising of Heart Sound Signals Using Discrete Wavelet Transform. Circuits, Systems, and Signal Processing 36:11, pages 4482-4497.
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Amirtaha Taebi & Hansen Mansy. (2017) Time-Frequency Distribution of Seismocardiographic Signals: A Comparative Study. Bioengineering 4:4, pages 32.
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Irmalia Suryani Faradisa, Dimas Okky Anggriawan, Tri Arief Sardjono & Mauridhi Heri Purnomo. (2016) Identification of phonocardiogram signal based on STFT and Marquart Lavenberg Backpropagation. Identification of phonocardiogram signal based on STFT and Marquart Lavenberg Backpropagation.
Tamal Chakrabarti, Sourav Saha, Sathi Roy & Ishita Chel. (2015) Phonocardiogram signal analysis - practices, trends and challenges: A critical review. Phonocardiogram signal analysis - practices, trends and challenges: A critical review.
M.K.M. Rahman & Al Jumlat Ahmed. (2014) Detection of heart condition by time and frequency based template. Detection of heart condition by time and frequency based template.
Shanti R. Thiyagaraja, Jagannadh Vempati, Ram Dantu, Tom Sarma & Siva Dantu. (2014) Smart phone monitoring of second heart sound split. Smart phone monitoring of second heart sound split.
Azime Can, Ervin Sejdic, Osama Alkishriwo & Luis F. Chaparro. (2012) Compressive asynchronous decomposition of heart sounds. Compressive asynchronous decomposition of heart sounds.
Amitai BickelArieh EitanDimitry MelnikAtalia WeissNoam GavrieliDavid KniazNathan Intrator. (2012) The Use of Pneumoperitoneum During Laparoscopic Surgery as a Model to Study Pathophysiologic Phenomena: The Correlation of Cardiac Functionality with Computerized Acoustic Indices—Preliminary Data. Journal of Laparoendoscopic & Advanced Surgical Techniques 22:4, pages 349-354.
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VIJAY S. CHOURASIA, ANIL K. TIWARI & RANJAN GANGOPADHYAY. (2011) TIME-FREQUENCY CHARACTERIZATION OF FETAL PHONOCARDIOGRAPHIC SIGNALS USING WAVELET SCALOGRAM. Journal of Mechanics in Medicine and Biology 11:02, pages 391-406.
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