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


Ontology type: schema:ScholarlyArticle      Open Access: True


Article Info

DATE

2019-12

AUTHORS

Vadim Alexeenko, James A. Fraser, Alexey Dolgoborodov, Mark Bowen, Christopher L.-H. Huang, Celia M. Marr, Kamalan Jeevaratnam

ABSTRACT

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. More... »

PAGES

2619

Identifiers

URI

http://scigraph.springernature.com/pub.10.1038/s41598-019-38935-7

DOI

http://dx.doi.org/10.1038/s41598-019-38935-7

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1112308339

PUBMED

https://www.ncbi.nlm.nih.gov/pubmed/30796330


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