The application of Lempel-Ziv and Titchener complexity analysis for equine telemetric electrocardiographic recordings

被引：8

作者：

Alexeenko, Vadim ^{[1
,2
]}

Fraser, James A. ^{[2
]}

Dolgoborodov, Alexey ^{[3
]}

Bowen, Mark ^{[4
]}

Huang, Christopher L-H ^{[2
,6
]}

Marr, Celia M. ^{[5
]}

Jeevaratnam, Kamalan ^{[1
,2
]}

机构：

[1] Univ Surrey, Fac Hlth & Med Sci, Guildford GU2 7AL, Surrey, England

[2] Univ Cambridge, Physiol Lab, Cambridge CB2 3DY, England

[3] Seven Bridge Genom, Boston, MA 02142 USA

[4] Univ Nottingham, Fac Med & Hlth Sci, Nottingham NG7 2UH, England

[5] Rossdales Equine Hosp & Diagnost Ctr, Exning CB8 7NN, Suffolk, England

[6] Univ Cambridge, Dept Biochem, Div Cardiovasc Biol, Cambridge CB2 1QW, England

来源：

SCIENTIFIC REPORTS | 2019年 / 9卷 / 1期

基金：

英国工程与自然科学研究理事会;

关键词：

APPROXIMATE ENTROPY; CARDIAC-ARRHYTHMIAS; ATRIAL-FIBRILLATION; NONLINEAR-ANALYSIS; ELECTROENCEPHALOGRAM; HEARTBEAT; EXERCISE;

D O I：

10.1038/s41598-019-38935-7

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：

The analysis of equine electrocardiographic (ECG) recordings is complicated by the absence of agreed abnormality classification criteria. We explore the applicability of several complexity analysis methods for characterization of non-linear aspects of electrocardiographic recordings. We here show that complexity estimates provided by Lempel-Ziv'76, Titchener's T-complexity and Lempel-Ziv'78 analysis of ECG recordings of healthy Thoroughbred horses are highly dependent on the duration of analysed ECG fragments and the heart rate. The results provide a methodological basis and a feasible reference point for the complexity analysis of equine telemetric ECG recordings that might be applied to automate detection of equine arrhythmias in equine clinical practice.

引用

页数：7

共 50 条

[21] Arrhythmic pulses detection using Lempel-Ziv complexity analysis
Xu, Lisheng
Zhang, David
Wang, Kuanquan
Wang, Lu
Eurasip Journal on Applied Signal Processing, 2006, 2006 : 1 - 12
[22] Multiscale Lempel-Ziv complexity for EEG measures
Ibanez-Molina, Antonio J.
Iglesias-Parro, Sergio
Soriano, Maria F.
Aznarte, Jose I.
CLINICAL NEUROPHYSIOLOGY, 2015, 126 (03) : 541 - 548
[23] On the bit-complexity of Lempel-Ziv compression
Ferragina, Paolo
Nitto, Igor
Venturini, Rossano
PROCEEDINGS OF THE TWENTIETH ANNUAL ACM-SIAM SYMPOSIUM ON DISCRETE ALGORITHMS, 2009, : 768 - 777
[24] Arrhythmic Pulses Detection Using Lempel-Ziv Complexity Analysis
Lisheng Xu
David Zhang
Kuanquan Wang
Lu Wang
EURASIP Journal on Advances in Signal Processing, 2006
[25] Arrhythmic pulses detection using Lempel-Ziv complexity analysis
Xu, Lisheng
Zhang, David
Wang, Kuanquan
Wang, Lu
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2006, 2006 (1) : 1 - 12
[26] THE LEMPEL-ZIV COMPLEXITY AND LOCAL-STRUCTURE ANALYSIS OF GENOMES
GUSEV, VD
KULICHKOV, VA
CHUPAKHINA, OM
BIOSYSTEMS, 1993, 30 (1-3) : 183 - 200
[27] A generalization of Lempel-Ziv complexity and its application to the comparison of protein sequences
Chun Li
Zhengxing Li
Xiaoqi Zheng
Hong Ma
Xiaoqing Yu
Journal of Mathematical Chemistry, 2010, 48 : 330 - 338
[28] A generalization of Lempel-Ziv complexity and its application to the comparison of protein sequences
Li, Chun
Li, Zhengxing
Zheng, Xiaoqi
Ma, Hong
Yu, Xiaoqing
JOURNAL OF MATHEMATICAL CHEMISTRY, 2010, 48 (02) : 330 - 338
[29] On the Nonlinear complexity and Lempel-Ziv complexity of finite length sequences
Limniotis, Konstantinos
Kolokotronis, Nicholas
Kalouptsidis, Nicholas
IEEE TRANSACTIONS ON INFORMATION THEORY, 2007, 53 (11) : 4293 - 4302
[30] EEG Analysis via Multiscale Lempel-Ziv Complexity for Seizure Detection
Artan, N. Sertac
2016 38TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2016, : 4535 - 4538

← 1 2 3 4 5 →