Sign series entropy analysis of short-term heart rate variability

被引:19
|
作者
Bian ChunHua [1 ]
Ma QianLi [2 ]
Si JunFeng [1 ]
Wu XuHui [1 ]
Shao Jun [3 ]
Ning XinBao [1 ]
Wang DongJin [3 ]
机构
[1] Nanjing Univ, Inst Biomed Elect Engn, Dept Elect Sci & Engn, Key Lab Modern Acoust, Nanjing 210093, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Coll Geog & Biol Informat, Nanjing 210003, Peoples R China
[3] Nanjing Univ, Sch Med, Affiliated Drumtower Hosp, Nanjing 210008, Peoples R China
来源
CHINESE SCIENCE BULLETIN | 2009年 / 54卷 / 24期
基金
中国国家自然科学基金;
关键词
heart rate variability; complexity; entropy; aging; atrial fibrillation; APPROXIMATE ENTROPY; NONLINEARITY DEGREE; SYMBOLIC DYNAMICS;
D O I
10.1007/s11434-009-0398-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Complexity and nonlinearity approaches can be used to study the temporal and structural order in heart rate variability (HRV) signal, which is helpful for understanding the underlying rule and physiological essence of cardiovascular regulation. For clinical applications, methods suitable for short-term HRV analysis are more valuable. In this paper, sign series entropy analysis (SSEA) is proposed to characterize the feature of direction variation of HRV. The results show that SSEA method can detect sensitively physiological and pathological changes from short-term HRV signals, and the method also shows its robustness to nonstationarity and noise. Thus, it is suggested as an efficient way for the analysis of clinical HRV and other complex physiological signals.
引用
收藏
页码:4610 / 4615
页数:6
相关论文
共 50 条
  • [31] Detrended fluctuation analysis of short-term heart rate variability in late pregnant women
    Yeh, Rong-Guan
    Shieh, Jiann-Shing
    Chen, Gau-Yang
    Kuo, Cheng-Deng
    AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL, 2009, 150 (1-2): : 122 - 126
  • [32] Autonomic Dysfunction in Normal Tension Glaucoma: The Short-term Heart Rate Variability Analysis
    Na, Kyung-Sun
    Lee, Na Young
    Park, Sung-Hwan
    Park, Chan Kee
    JOURNAL OF GLAUCOMA, 2010, 19 (06) : 377 - 381
  • [33] Emotion Recognition Using Short-Term Analysis of Heart Rate Variability and ResNet Architecture
    Singson, Lowell Nathaniel B.
    Sanchez, Maria Trinidad Ursula R.
    Villaverde, Jocelyn Flores
    2021 THE 13TH INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2021), 2021, : 15 - 18
  • [34] THE EFFECTS OF EMOTIONS ON SHORT-TERM POWER SPECTRUM ANALYSIS OF HEART-RATE-VARIABILITY
    MCCRATY, R
    ATKINSON, M
    TILLER, WA
    REIN, G
    WATKINS, AD
    AMERICAN JOURNAL OF CARDIOLOGY, 1995, 76 (14): : 1089 - &
  • [35] Parameter Investigation of Detrended Fluctuation Analysis for Short-term Human Heart Rate Variability
    Yeh, Rong-Guan
    Chen, Gau-Yang
    Shieh, Jiann-Shing
    Kuo, Cheng-Deng
    JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING, 2010, 30 (05) : 277 - 282
  • [36] Renyi Distribution Entropy Analysis of Short-Term Heart Rate Variability Signals and Its Application in Coronary Artery Disease Detection
    Shi, Manhong
    Zhan, Chaoying
    He, Hongxin
    Jin, Yanwen
    Wu, Rongrong
    Sun, Yan
    Shen, Bairong
    FRONTIERS IN PHYSIOLOGY, 2019, 10
  • [37] Short-term heart rate variability at rest in individuals with temporomandibular disorder: a comparative analysis
    Cutrim, Rodrigo Costa
    Santos-de-Araujo, Aldair Darlan
    Pontes-Silva, Andre
    Protazio, Jhonata Botelho
    Anselmo-e-Silva, Cassius Iury
    Costa, Cyrene Piazera Silva
    Goncalves, Maria Claudia
    Monzani, Janaina de Oliveira Brito
    de Almeida, Lucivalda Viegas
    Maia Filho, Etevaldo Matos
    Tavarez, Rudys Rodolfo De Jesus
    Dibai-Filho, Almir Vieira
    Bassi-Dibai, Daniela
    CLINICAL ORAL INVESTIGATIONS, 2023, 27 (11) : 6559 - 6566
  • [38] Short-term heart rate variability at rest in individuals with temporomandibular disorder: a comparative analysis
    Rodrigo Costa Cutrim
    Aldair Darlan Santos-de-Araújo
    André Pontes-Silva
    Jhonata Botelho Protazio
    Cassius Iury Anselmo-e-Silva
    Cyrene Piazera Silva Costa
    Maria Cláudia Gonçalves
    Janaina de Oliveira Brito Monzani
    Lucivalda Viegas de Almeida
    Etevaldo Matos Maia Filho
    Rudys Rodolfo De Jesus Tavarez
    Almir Vieira Dibai-Filho
    Daniela Bassi-Dibai
    Clinical Oral Investigations, 2023, 27 : 6559 - 6566
  • [39] Modified multiscale entropy for short-term time series analysis
    Wu, Shuen-De
    Wu, Chiu-Wen
    Lee, Kung-Yen
    Lin, Shiou-Gwo
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (23) : 5865 - 5873
  • [40] The Performance of Short-Term Heart Rate Variability in the Detection of Congestive Heart Failure
    Lucena, Fausto
    Barros, Allan Kardec
    Ohnishi, Noboru
    BIOMED RESEARCH INTERNATIONAL, 2016, 2016