Nonlinear analysis of heart rate variability

被引：6

作者：

Uzun, IS ^{[1
]}

Asyali, MH ^{[1
]}

Celebi, G ^{[1
]}

Pehlivan, M ^{[1
]}

机构：

[1] Ege Univ, Fac Engn, Dept Elect & Elect Engn, Izmir, Turkey

来源：

PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE | 2001年 / 23卷

关键词：

HRV; correlation dimension; Lyapunov exponent; surrogate data analysis;

D O I：

10.1109/IEMBS.2001.1020513

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

This article reports nonlinear analysis of ECG R-R interval time-series obtained from healthy individuals and some cardiac patients. The R-R interval time-series data from 6 healthy individuals and 3 cardiac patients were transformed into multidimensional phase-space vectors by time-delay embedding. The largest Lyapunov exponent and correlation dimension (CD) were calculated. Nonlinearity was tested by comparing the CDs obtained from the original data with those obtained from surrogate data sets. Results are discussed with reference to results obtained in previous studies.

引用

页码：1581 / 1584

页数：4

共 50 条

[21] Nonlinear analysis of heart rate variability in patients with eating disorders
Vigo, Daniel E.
Castro, Mariana N.
Dorpinghaus, Andrea
Weidema, Hylke
Cardinali, Daniel P.
Siri, Leonardo Nicola
Rovira, Bernardo
Fahrer, Rodolfo D.
Nogues, Martin
Leiguarda, Ramon C.
Guinjoan, Salvador M.
WORLD JOURNAL OF BIOLOGICAL PSYCHIATRY, 2008, 9 (03): : 183 - 189
[22] Nonlinear Dynamic Analysis of Heart Rate variability during exercise
Hu, Zhihong
Liu, Yiwei
Zhong, Chongfa
Zhao, Guoxuan
Liu, Bingzheng
Hangtian Yixue Yu Yixue Gongcheng/Space Medicine and Medical Engineering, 1998, 11 (02): : 111 - 115
[23] Heart rate variability in multibacillar leprosy: Linear and nonlinear analysis
de Souza Santos, Marcio Clementino
de Lima Silveira, Luiz Carlos
Garcia Moura-Tonello, Silvia Cristina
Porta, Alberto
Catai, Aparecida Maria
Souza, Givago da Silva
PLOS ONE, 2017, 12 (07):
[24] Inverse Correlation between Heart Rate Variability and Heart Rate Demonstrated by Linear and Nonlinear Analysis
Kazmi, Syed Zaki Hassan
Zhang, Henggui
Aziz, Wajid
Monfredi, Oliver
Abbas, Syed Ali
Shah, Saeed Arif
Kazmi, Syeda Sobia Hassan
Butt, Wasi Haider
PLOS ONE, 2016, 11 (06):
[25] Nonlinear dynamics in heart rate variability
Beckers, F
Ramaekers, D
Aubert, AE
COMPUTERS IN CARDIOLOGY 2000, VOL 27, 2000, 27 : 131 - 134
[26] Heart rate variability and nonlinear dynamics
Malliani, A
Porta, A
Montano, N
Guzzetti, S
ADVANCES IN NONINVASIVE ELECTROCARDIOGRAPHIC MONITORING TECHNIQUES, 2000, 229 : 421 - 428
[27] Nonlinear dynamics of heart rate variability during paced breathing: Recurrence quantification analysis of heart rate
Iardukhina, Iuliia
Dimitriev, Dmitry
Remizova, Nadezhda
Dimitriev, Aleksei
Saperova, Elena
FASEB JOURNAL, 2019, 33
[28] Heart rate variability and nonlinear analysis of heart rate dynamics following single and multiple Wingate bouts
Millar, Philip J.
Rakobowchuk, Mark
McCartney, Neil
MacDonald, Maureen J.
APPLIED PHYSIOLOGY NUTRITION AND METABOLISM, 2009, 34 (05) : 875 - 883
[29] Linear and nonlinear analysis of heart rate variability in essential hypertensive patients
Gerardo Rojas-Vite
Valeria García-Muñoz
Erika E. Rodríguez-Torres
Erik L. Mateos-Salgado
The European Physical Journal Special Topics, 2022, 231 : 859 - 867
[30] Design of anECGacquisition device for the nonlinear analysis of Heart Rate Variability (HRV)
Sindhu, G.
Sankar, P.
2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,

← 1 2 3 4 5 →