期刊文献+

基于智能听诊器的心音信号采集与处理 被引量:2

Heart Sound Sampling and Processing Using an Intelligent Stethoscope
在线阅读 下载PDF
导出
摘要 基于智能听诊器,研究了心音信号采集与处理的新方法。心音采集部分包括传统的听诊头、耳机、微型麦克风及IC录音机。通过USB接口将采集的数据传输到计算机,并通过单自由度分析模型提取心音特征波形,计算心音特征值参数[T1,T2,T11,T12],它们是心音特征波形与阈值THV之间形成的交叉点所确定的时间间隔,与第一心音和第二心音有关,可用来判别正常或异常心音。文中通过采集大量的临床心音数据对正常/异常心音案例进行解析,验证了心音特征波形法在心音自动解析中的有效性。 This paper deals with the new methods for heart sound measurement and analysis using an intelligent stethoscope. The heart sound acquiring system consists of a traditional chest-piece, an earphone, a microphone and an IC recorder. The recorded data are transmitted to a computer through the USB interface for analysis based on cardiac sound characteristic waveform method( CSCW), which is extracted from an analytical model of single degree-of-freedom(SDOF). Furthermore, the characteristic parameters [ T1, T2, TI 1, T12 ] are defined by the time intervals between the crossed points of the CSCW and a threshold value (THV), which are related to the first sound and the second sound and are used to distinguish normal and abnormal heart sounds. A case study on the abnormal/ normal cardiac sounds is demonstrated to validate the efficiency of this proposed system and the cardiac sound characteristic waveform method.
出处 《西华大学学报(自然科学版)》 CAS 2009年第2期1-4,8,共5页 Journal of Xihua University:Natural Science Edition
基金 四川省教育厅自然科学基金重点项目(09209025) 西华大学人才引进项目(R0620907)
关键词 听诊器 心音 信号采集 信号处理 心音特征波形 stethoscope heart sound signal sampling signal processing cardiac sound characteristic waveform
作者简介 王海滨(1964-),女,云南省思茅人,教授,博士,主要从事心音信号的检测与处理研究。
  • 相关文献

参考文献8

  • 1Michael A.Chizner,Cardiacauscultation;Rediscovering the Lost Art,Current[J].Problems inCardiology,2008,33(7):326-408.
  • 2Martinez-Alajarin,J.,& Ruiz-Merino,R.Efficient method for events detection inphonocardiographic signals[J].In Proceedings of SPIE.2005,5839:389-409.
  • 3Lisha Sun,Minfren Shen,Chan,F.H.Y.;Beadle,P.J.A Novel Method of Time-frequencyRepresentation and Its Application to Biomedical Signal Processing[C].ICSP'04.7thInternational Conference.2004,1:236-239.
  • 4Djebbari a.,Bereksi Reguig F.,Short time Fourier Transform Analysis of thePhonocrdiogram Signal[C].The 7th IEEE International Conference on ICECS,2000,2:844-847.
  • 5Choi,S.,& Jiang,Z.Comparison of Envelope Extraction Algorithms for Cardiac SoundSignal Segmentation[J].Expert Systems with Applications,2008,34(2):1056-1069.
  • 6Jiang ZW,Choi SJ,A Cardiac Sound Characteristic Waveform Method or In-home HeartDisorder Monitoring with Electric Stethoscope[J],Expert Systems withApplications,2006,31:286-298.
  • 7Tsung O.Cheng.Value and Teaching of Cardiac Auscultation[J].International Journal ofCardiology.2007,11(2):276-277.
  • 8Karnath B and Thornton W.Auscultation of the Heart[M].[S.1]:HospitalPhysician,2002:39-43.

同被引文献27

  • 1王伟,邓辉文.基于MFCC参数和VQ的说话人识别系统[J].仪器仪表学报,2006,27(z3):2253-2255. 被引量:30
  • 2骆懿,吴颖.便携式蓝牙电子听诊器的研究[J].杭州电子科技大学学报(自然科学版),2010,30(4):142-145. 被引量:17
  • 3姚晓帅,郭兴明,陈剑,肖守中.基于数学形态学的心音包络提取与识别方法研究[J].北京生物医学工程,2004,23(3):201-204. 被引量:16
  • 4郭兴明,颜彦,姚晓帅,肖守中.用于心力变化趋势评价的基于概率神经网络的心音识别算法[J].生物医学工程学杂志,2006,23(5):934-937. 被引量:2
  • 5BERITELLI F, SERRANO S. Biometric identification based on frequency analysis of cardiac sounds[J]. IEEE Transac- tions on Information Forensics and Security, 2007, 2 (3):596-604.
  • 6PHUA K, CHEN J F, HUY D T, et al. Heart sound as a bi- ometric[J]. Pattern Recognit, 2008, 41(3): 906-919.
  • 7MAGLOGIANNISA I, LOUKISB E, ZAFIROPOULOSB E, et al. Support vectors machine-based identification of heart valve diseases using heart sounds[J].Comput Methods Pro- grams Biomed, 2009, 95(1):47-61.
  • 8JACOBSON M L. Analysis and classification of physiological signals using wavelet transforms[C]// Proceedings of the 10th IEEE International Conference on Electronics, Circuits and Systems, 2003: 906-909.
  • 9MATALGAH M, KNOPP J, MAWAGDEH S. Time-fre- quency and wavelets in biomedical signal processing[M]. Chi- cago,IL,USA: Wiley-IEEE Press, 1997.
  • 10AKAY M. Wavelets in biomedical engineering[M]. Chicago, IL,USA:Wiley-IEEE Press, 1998.

引证文献2

二级引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部