Publication detail

Classification of experimental electrograms

MARŠÁNOVÁ, L. RONZHINA, M.

Original Title

Classification of experimental electrograms

English Title

Classification of experimental electrograms

Type

conference paper

Language

Czech

Original Abstract

The aim of this work was to analyse and classify the experimental electrograms (EG) record-ing from isolated rabbit hearts during experiments with short repeated global ischemia. The morphological parameters calculated from EG were used as classification features. The dis-crimination ability of the features was verified and the most relevant features were then cho-sen to cluster the EGs into three groups (physiological, ischemic, and extrasystols) using k-means method.

English abstract

The aim of this work was to analyse and classify the experimental electrograms (EG) record-ing from isolated rabbit hearts during experiments with short repeated global ischemia. The morphological parameters calculated from EG were used as classification features. The dis-crimination ability of the features was verified and the most relevant features were then cho-sen to cluster the EGs into three groups (physiological, ischemic, and extrasystols) using k-means method.

Keywords

Experimental EG, morphological parameters, clustering

Key words in English

Experimental EG, morphological parameters, clustering

Authors

MARŠÁNOVÁ, L.; RONZHINA, M.

RIV year

2015

Released

23. 4. 2015

Publisher

Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií

Location

Brno

ISBN

978-80-214-5148-3

Book

Proceedings of the 21st Conference STUDENT EEICT 2015

Edition number

1

Pages from

237

Pages to

239

Pages count

3

URL

http://www.feec.vutbr.cz/EEICT/2015/sbornik/EEICT-2015-sbornik-komplet_v2.pdf

BibTex

@inproceedings{BUT115835,
  author="Lucie {Šaclová} and Marina {Filipenská}",
  title="Classification of experimental electrograms",
  booktitle="Proceedings of the 21st Conference STUDENT EEICT 2015",
  year="2015",
  number="1",
  pages="237--239",
  publisher="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  address="Brno",
  isbn="978-80-214-5148-3",
  url="http://www.feec.vutbr.cz/EEICT/2015/sbornik/EEICT-2015-sbornik-komplet_v2.pdf"
}