Detail publikace

Classification of experimental electrograms

MARŠÁNOVÁ, L. RONZHINA, M.

Originální název

Classification of experimental electrograms

Anglický název

Classification of experimental electrograms

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

čeština

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

Experimental EG, morphological parameters, clustering

Klíčová slova v angličtině

Experimental EG, morphological parameters, clustering

Autoři

MARŠÁNOVÁ, L.; RONZHINA, M.

Rok RIV

2015

Vydáno

23. 4. 2015

Nakladatel

Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií

Místo

Brno

ISBN

978-80-214-5148-3

Kniha

Proceedings of the 21st Conference STUDENT EEICT 2015

Číslo edice

1

Strany od

237

Strany do

239

Strany počet

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"
}