Detail publikace

Classification of experimental electrograms

MARŠÁNOVÁ, L. RONZHINA, M.

Originální název

Classification of experimental electrograms

Český název

Classification of experimental electrograms

Anglický název

Classification of experimental electrograms

Typ

článek ve sborníku

Jazyk

cs

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.

Český 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

Rok RIV

2015

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

Číslo edice

1

Strany od

237

Strany do

239

Strany počet

3

URL

BibTex


@inproceedings{BUT115835,
  author="Lucie {Maršánová} and Marina {Ronzhina}",
  title="Classification of experimental electrograms",
  annote="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.",
  address="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  booktitle="Proceedings of the 21st Conference STUDENT EEICT 2015",
  chapter="115835",
  howpublished="online",
  institution="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  year="2015",
  month="april",
  pages="237--239",
  publisher="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  type="conference paper"
}