Detail publikačního výsledku

Classification of experimental electrograms

MARŠÁNOVÁ, L.; RONZHINA, M.

Originální název

Classification of experimental electrograms

Anglický název

Classification of experimental electrograms

Druh

Stať ve sborníku v databázi WoS či Scopus

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

2016

Vydáno

23.04.2015

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

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"
}