Publication detail

Classification of ventricular premature and ischemic beats in animal electrograms

RONZHINA, M. MARŠÁNOVÁ, L. SMÍŠEK, R. OLEJNÍČKOVÁ, V. JANOUŠEK, O. VESELÝ, P. KOLÁŘOVÁ, J. NOVÁKOVÁ, M. PROVAZNÍK, I.

Original Title

Classification of ventricular premature and ischemic beats in animal electrograms

Type

conference paper

Language

English

Original Abstract

Many approaches have been proposed for automatic classification of different pathological events in ECG signals. Present study is focused on analysis and classification of non-ischemic, moderate and severe ischemic, and VPB segments in data obtained in rabbit isolated hearts. It is shown, that use of low number of morphological parameters calculated from electrograms combined with even simple classification method allows achieving of accurate results (with overall accuracy up to 0.99) for four types of the segments.

Keywords

ECG classification, ventricular premature beats, ischemia, isolated heart

Authors

RONZHINA, M.; MARŠÁNOVÁ, L.; SMÍŠEK, R.; OLEJNÍČKOVÁ, V.; JANOUŠEK, O.; VESELÝ, P.; KOLÁŘOVÁ, J.; NOVÁKOVÁ, M.; PROVAZNÍK, I.

RIV year

2015

Released

1. 11. 2015

Location

Nice, Francie

ISBN

978-1-4799-4347-0

Book

Computing in Cardiology 2015

Pages from

1137

Pages to

1140

Pages count

4

URL

https://ieeexplore.ieee.org/document/7411116?reload=true&arnumber=7411116

BibTex

@inproceedings{BUT118306,
  author="Marina {Filipenská} and Lucie {Šaclová} and Radovan {Smíšek} and Veronika {Olejníčková} and Oto {Janoušek} and Petr {Veselý} and Jana {Kolářová} and Marie {Nováková} and Valentine {Provazník}",
  title="Classification of ventricular premature and ischemic beats in animal electrograms",
  booktitle="Computing in Cardiology 2015",
  year="2015",
  pages="1137--1140",
  address="Nice, Francie",
  doi="10.1109/CIC.2015.7411116",
  isbn="978-1-4799-4347-0",
  url="https://ieeexplore.ieee.org/document/7411116?reload=true&arnumber=7411116"
}