期刊文献+

基于一阶差分序列相关HRV散点图分析方法的研究 被引量:1

Research on Analyzing Approach of Mapping Plots of Heart Rate Variability Based on the First Order Difference Sequence.
下载PDF
导出
摘要 目的本文在Poincare散点图作图方式的基础上,以RR间期一阶差分后的序列作图,形成一种新型的散点图。本文分析该散点图的散点区域特点,并着重分析异常散点区域,以获得心电数据中的心律失常信息,并鉴别心电数据中的早搏等现象。方法根据正常RR间期相邻序列变化波动少和期前收缩(早搏)后的RR间期具有代偿间歇的特点,从理论上推导RR间期序列的分布特点和散点图散点区域的特征,判断心律失常条件下其周围散点的分布特点;然后取MIT数据文件进行验证,取得了非常显著的效果。结果说明本文的新型散点图法能够区分单次早搏、二联律和三联律早搏,特别是从混合性早搏数据中分辨出这3类。结论本散点图法对各类早搏的鉴别结果大大优于传统的Poincare散点图方法,可作为HRV非线性分析的补充。 Objective To establish a new approach of mapping plots for analyzing heart rate variability(HRV0 and detecting various premature beats, with the first order difference sequence of heart beat intervals (RIR) based on the mapping approach of pioneare plots. Methods As the natural RR interval of heart heats varies slowly and there is a complete compensation of RR interval after the premature beat, it has been proved with academic logic that the plots have especial characteristic of mapping and also have some peculiar isolated areas of mapping. This approach of mapping plots was proved to be correct by test using MIT-BIH Arrhythmia Database. Results It indicated that our new approach of dot map had a good advantage to distinguish premature beats of isolated, bigeminy, and trigeminy from normal beats, especially from ECG data contained different kinds of premature beats. Conclusion It is suggested that for detecting premature beats our approach is much better than Poincare Plots, so it could be a good complement to non-linear analysis of HRV.
出处 《航天医学与医学工程》 CAS CSCD 北大核心 2009年第1期39-43,共5页 Space Medicine & Medical Engineering
基金 浙江省科技计划重点项目(2007C21079)
关键词 一阶差分散点图 早搏 二联律 三联律 心率变异性 first order difference plot premature beat bigeminy trigeminy heart rate variability
  • 相关文献

参考文献11

  • 1Haaksma J, Brouwer J. Applicability and performance of heart rate variability methods [ J ]. Computers in Cardiology, 2003, 30(21-24) :473-476. 被引量:1
  • 2Carpeggiani C, Emdin M, Maeerata A. Heart rate variability modified by altitude exposure [ J ]. Computers in Cardiology, 2000,27 : 817-820. 被引量:1
  • 3Singh D,Vinod K. Effect of RR segment duration on shortterm HRV assessment using Poincare plot[C]. Proceedings of 2005 International Conference on 4-7 Jan, 2005:430-434. 被引量:1
  • 4CHEN Haozhu,FU Shiying, ZHANG Kaizi, et al. Clinic Dynamic Cardiogram [ M ]. Beijing: China Medicine Technology Publishing Company,2005:623-625. 被引量:1
  • 5D' Addio G, Pinna GD, Maestri R. Correlation between power-law behavior and Poincare plots of heart rate variability in congestive heart failure patients[ J]. Computers in Cardiology, 1999,26:611-614. 被引量:1
  • 6Brennan M,Palaniswami M, Kamen P. New insights into the relationship between Poineare plot geometry and linear meas- ures of heart rate variability[ C]. Proceedings of the 23rd Annual International Conference of the IEEE, 2001, ( 1 ) : 526- 529. 被引量:1
  • 7D' Addio G,Acanfora D, Pinna G. Reproducibility of short- and long-term Poineare plot parameters compared with frequency-domain HRV indexes in congestive heart failure [ J ]. Computers in Cardiology, 1998,25 ( 13-16 ) :381-384. 被引量:1
  • 8Strumillo P,Ruta J. Poincare mapping for detecting abnormal dynanfics of cardiac repolarization [ J ]. IEEE Engineering in Medicine and Biology Magazine,2002,21 ( 1 ) :62-65. 被引量:1
  • 9Edward JB, Fellow EAB. High-resolution analysis of ambulatory electrocardiograms to detect possible mechanisms of premature ventricular beats [ J ]. IEEE Transactions on Biomedical Engineering, 2005,52 ( 4 ) : 593 -598. 被引量:1
  • 10CHEN Hang, WEN Feng, LI Dingli, et al. Analysis of heart rate variability using first order difference plot based on RR intervals[J]. Journal of Southeast University(Natural Science Edition) ,2007,37(3 ) :395-398. 被引量:1

二级参考文献10

  • 1Karrakchou M, Vibe RK, Vesin JM, et al. Improving cardiovascular monitoring through modern techniques[J]. IEEE Eng Med Biol Mag, 1996, 15(5):68-78. 被引量:1
  • 2Takens F. Dynamical Systems and Turbulence[M]. Berlin: Springer, 1981. 32-37. 被引量:1
  • 3Buzug T, Reimers T, Pfister G. Optimal recon struction of strange attractors from purely geometrical arguments[J]. Euro Phys Lett, 1990, 13(4):605-607. 被引量:1
  • 4Albano AM, Smilowitz L, Rapp PE, et al. Physics of Phase Space[M]. Berlin: Springer, 1987. 156-177. 被引量:1
  • 5Fraser AM, Swinny HL. Independent coordinates for strange attractors from mutual information[J]. Physical Review A, 1986, 33(10):1134-1140. 被引量:1
  • 6Gibson JF, Farmer JD, Casdagli M, et al. An analytic approach to practical state space reconstruction[J]. Physica D, 1992, 57(1):1-30. 被引量:1
  • 7Grassberger P, Procaccia I. Measuring the strangeness of strange attractors[J]. Physica D, 1983, 9(2):189-208. 被引量:1
  • 8Astrom M, Carro SE, Sornmo L, et al. Vector-cardiographic loop alignment and the measurement of morphologic beat-to-beat variability in noisy signals[J]. IEEE Trans Biomed Eng, 2000, 47(4):497-506. 被引量:1
  • 9Owis MI, Abou-Zied AH, Youssef AB, et al. Study of features based on nonlinear dynamical modeling in ECG arrhythmia detection and classification[J]. IEEE Trans Biomed Eng, 2002, 49(7):733-736. 被引量:1
  • 10明东,田锡惠,杨春梅,丁北生,万柏坤.心率变异(HRV)信号的谱分析方法研究[J].北京生物医学工程,2001,20(4):252-255. 被引量:11

共引文献2

同被引文献8

引证文献1

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