Influence of Ectopic Beats on Heart Rate Variability Analysis

被引:7
|
作者
Zhao, Lina [1 ]
Li, Peng [2 ]
Li, Jianqing [1 ]
Liu, Chengyu [1 ]
机构
[1] Southeast Univ, Sch Instrument Sci & Engn, State Key Lab Bioelectron, Nanjing 210096, Peoples R China
[2] Brigham & Womens Hosp, Harvard Med Sch, Div Sleep & Circadian Disorders, Boston, MA 02115 USA
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
electrocardiogram; sample entropy; congestive heart failure; heart rate variability; PHYSIOLOGICAL TIME-SERIES; APPROXIMATE ENTROPY; DISEASE;
D O I
10.3390/e23060648
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The analysis of heart rate variability (HRV) plays a dominant role in the study of physiological signal variability. HRV reflects the information of the adjustment of sympathetic and parasympathetic nerves on the cardiovascular system and, thus, is widely used to evaluate the functional status of the cardiovascular system. Ectopic beats may affect the analysis of HRV. However, the quantitative relationship between the burden of ectopic beats and HRV indices, including entropy measures, has not yet been investigated in depth. In this work, we analyzed the effects of different numbers of ectopic beats on several widely accepted HRV parameters in time-domain (SDNN), frequency-domain (LF/HF), as well as non-linear features (SampEn and Pt-SampEn (physical threshold-based SampEn)). The results showed that all four indices were influenced by ectopic beats, and the degree of influence was roughly increased with the increase of the number of ectopic beats. Ectopic beats had the greatest impact on the frequency domain index LF/HF, whereas the Pt-SampEn was minimally accepted by ectopic beats. These results also indicated that, compared with the other three indices, Pt-SampEn had better robustness for ectopic beats.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Heart rate variability: a review
    U. Rajendra Acharya
    K. Paul Joseph
    N. Kannathal
    Choo Min Lim
    Jasjit S. Suri
    Medical and Biological Engineering and Computing, 2006, 44 : 1031 - 1051
  • [22] Heart rate variability: a review
    Acharya, U. Rajendra
    Joseph, K. Paul
    Kannathal, N.
    Lim, Choo Min
    Suri, Jasjit S.
    MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2006, 44 (12) : 1031 - 1051
  • [23] Influence of Mental Stress on Heart Rate and Heart Rate Variability
    Taelman, J.
    Vandeput, S.
    Spaepen, A.
    Van Huffel, S.
    4TH EUROPEAN CONFERENCE OF THE INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING, 2009, 22 (1-3): : 1366 - 1369
  • [24] ARTiiFACT: a tool for heart rate artifact processing and heart rate variability analysis
    Kaufmann, Tobias
    Suetterlin, Stefan
    Schulz, Stefan M.
    Voegele, Claus
    BEHAVIOR RESEARCH METHODS, 2011, 43 (04) : 1161 - 1170
  • [25] ARTiiFACT: a tool for heart rate artifact processing and heart rate variability analysis
    Tobias Kaufmann
    Stefan Sütterlin
    Stefan M. Schulz
    Claus Vögele
    Behavior Research Methods, 2011, 43 : 1161 - 1170
  • [26] Retinal vessel analysis and heart rate variability
    Schuster, Alexander K.
    Jarczok, Marc N.
    Fischer, Joachim E.
    Thayer, Julian F.
    Vossmerbaeumer, Urs
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2014, 176 (03) : 1268 - 1269
  • [27] Analysis of Heart Rate Variability and Implication of Different Factors on Heart Rate Variability
    Tiwari, Reena
    Kumar, Ravindra
    Malik, Sujata
    Raj, Tilak
    Kumar, Punit
    CURRENT CARDIOLOGY REVIEWS, 2021, 17 (05)
  • [28] Multiscale base-scale entropy analysis of heart rate variability
    Huang Xiao-Lin
    Cui Sheng-Zhong
    Ning Xin-Bao
    Bian Chun-Hua
    ACTA PHYSICA SINICA, 2009, 58 (12) : 8160 - 8165
  • [29] Multiscale Distribution Entropy Analysis of Heart Rate Variability Using Differential Inter-Beat Intervals
    Lee, Dae-Young
    Choi, Young-Seok
    IEEE ACCESS, 2020, 8 : 48761 - 48773
  • [30] Bispectral analysis and genetic algorithm for congestive heart failure recognition based on heart rate variability
    Yu, Sung-Nien
    Lee, Ming-Yuan
    COMPUTERS IN BIOLOGY AND MEDICINE, 2012, 42 (08) : 816 - 825