Literature DB >> 9848415

A wavelet-based reduction of heart sound noise from lung sounds.

L J Hadjileontiadis1, S M Panas.   

Abstract

Heart sounds produce an incessant noise during lung sounds recordings. This noise severely contaminates the breath sounds signal and interferes in the analysis of lung sounds. In this paper, the use of a wavelet transform domain filtering technique as an adaptive de-noising tool, implemented in lung sounds analysis, is presented. The multiresolution representations of the signal, produced by wavelet transform, are used for signal structure extraction. In addition, the use of hard thresholding in the wavelet transform domain results in a separation of the nonstationary part of the input signal (heart sounds) from the stationary one (lung sounds). Thus, the location of the heart sound noise (1st and 2nd heart sound peaks) is automatically detected, without requiring any noise reference signal. Experimental results have shown that the implementation of this wavelet-based filter in lung sound analysis results in an efficient reduction of the superimposed heart sound noise, producing an almost noise-free output signal. Due to its simplicity and its fast implementation the method can easily be used in clinical medicine.

Mesh:

Year:  1998        PMID: 9848415     DOI: 10.1016/s1386-5056(98)00137-3

Source DB:  PubMed          Journal:  Int J Med Inform        ISSN: 1386-5056            Impact factor:   4.046


  8 in total

1.  Heart sound cancellation from lung sound recordings using time-frequency filtering.

Authors:  M T Pourazad; Z Moussavi; G Thomas
Journal:  Med Biol Eng Comput       Date:  2006-03-10       Impact factor: 2.602

2.  Development of an Electronic Stethoscope and a Classification Algorithm for Cardiopulmonary Sounds.

Authors:  Yu-Chi Wu; Chin-Chuan Han; Chao-Shu Chang; Fu-Lin Chang; Shi-Feng Chen; Tsu-Yi Shieh; Hsian-Min Chen; Jin-Yuan Lin
Journal:  Sensors (Basel)       Date:  2022-06-03       Impact factor: 3.847

3.  Performance evaluation of heart sound cancellation in FPGA hardware implementation for electronic stethoscope.

Authors:  Chun-Tang Chao; Nopadon Maneetien; Chi-Jo Wang; Juing-Shian Chiou
Journal:  ScientificWorldJournal       Date:  2014-03-25

4.  Fetal Heart Sounds Detection Using Wavelet Transform and Fractal Dimension.

Authors:  Elisavet Koutsiana; Leontios J Hadjileontiadis; Ioanna Chouvarda; Ahsan H Khandoker
Journal:  Front Bioeng Biotechnol       Date:  2017-09-08

5.  Time-Frequency Distribution of Seismocardiographic Signals: A Comparative Study.

Authors:  Amirtaha Taebi; Hansen A Mansy
Journal:  Bioengineering (Basel)       Date:  2017-04-07

6.  A temporal dependency feature in lower dimension for lung sound signal classification.

Authors:  Amy M Kwon; Kyungtae Kang
Journal:  Sci Rep       Date:  2022-05-12       Impact factor: 4.996

7.  A Lung Sound Category Recognition Method Based on Wavelet Decomposition and BP Neural Network.

Authors:  Yan Shi; Yuqian Li; Maolin Cai; Xiaohua Douglas Zhang
Journal:  Int J Biol Sci       Date:  2019-01-01       Impact factor: 6.580

8.  A kind of integrated serial algorithms for noise reduction and characteristics expanding in respiratory sound.

Authors:  Fei Meng; Yixuan Wang; Yan Shi; Hongmei Zhao
Journal:  Int J Biol Sci       Date:  2019-07-21       Impact factor: 6.580

  8 in total

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