Regularity patterns in heart rate variability signal: The approximate entropy approach

被引:8
作者
Signorini, MG [1 ]
Sassi, R [1 ]
Lombardi, F [1 ]
Cerutti, S [1 ]
机构
[1] Politecn Milan, Dept Bioingn, Milan, Italy
来源
PROCEEDINGS OF THE 20TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 20, PTS 1-6: BIOMEDICAL ENGINEERING TOWARDS THE YEAR 2000 AND BEYOND | 1998年 / 20卷
关键词
D O I
10.1109/IEMBS.1998.745903
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Recent approaches to the study of nonlinearity in biological systems ha ce found a powerful tool in the Approximate Entropy (ApEn) estimation. ApEn is a family of statistic indices that measures different degrees of regularity in time series without any a priori hypothesis about the system structure generating them. In this paper we analyze its ability to distinguish, in the short period, different physiological conditions in which the cardiovascular control system can influence the heart rate variability signal (HRV). In the same time we show results confirming a significant separation in myocardial infarction populations on the basis of the ApEn index. The experimental work also discusses the choice of parameters for a correct ApEn index estimation and its link with the neural mechanisms controlling HRV signal.
引用
收藏
页码:306 / 309
页数:2
相关论文
共 13 条
[1]   THE ANALYSIS OF OBSERVED CHAOTIC DATA IN PHYSICAL SYSTEMS [J].
ABARBANEL, HDI ;
BROWN, R ;
SIDOROWICH, JJ ;
TSIMRING, LS .
REVIEWS OF MODERN PHYSICS, 1993, 65 (04) :1331-1392
[2]  
Camm AJ, 1996, CIRCULATION, V93, P1043
[3]  
CERUTTI S, 1996, BIOMED SIGNAL PROCES, P235
[4]   MEASURING THE STRANGENESS OF STRANGE ATTRACTORS [J].
GRASSBERGER, P ;
PROCACCIA, I .
PHYSICA D, 1983, 9 (1-2) :189-208
[5]  
KAMATH MV, 1993, CRIT REV BIOMED ENG, V21, P245
[6]   1/F FLUCTUATION OF HEARTBEAT PERIOD [J].
KOBAYASHI, M ;
MUSHA, T .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1982, 29 (06) :456-457
[7]   Linear and nonlinear dynamics of heart rate variability after acute myocardial infarction with normal and reduced left ventricular ejection fraction [J].
Lombardi, F ;
Sandrone, G ;
Mortara, A ;
Torzillo, D ;
LaRovere, MT ;
Signorini, MG ;
Cerutti, S ;
Malliani, A .
AMERICAN JOURNAL OF CARDIOLOGY, 1996, 77 (15) :1283-1288
[8]   Monitoring the autonomic nervous system in the ICU through cardiovascular variability signals [J].
Mainardi, LT ;
YliHankala, A ;
Korhonen, I ;
Signorini, MG ;
Bianchi, AM ;
Takala, J ;
Nieminen, K ;
Cerutti, S .
IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1997, 16 (06) :64-75
[9]   APPROXIMATE ENTROPY (APEN) AS A COMPLEXITY MEASURE [J].
PINCUS, S .
CHAOS, 1995, 5 (01) :110-117
[10]   APPROXIMATE ENTROPY - STATISTICAL PROPERTIES AND APPLICATIONS [J].
PINCUS, SM ;
HUANG, WM .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1992, 21 (11) :3061-3077