Detail publikace

Modelling of Arrhythmics ECG Signals With McSharry's Model

KIČMEROVÁ, D.

Originální název

Modelling of Arrhythmics ECG Signals With McSharry's Model

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The automatic analysis of cardiac arrhythmias is important for diagnosis of cardiac abnormalities. This work is focused on modelling of arrhythmias with McSharry's model. The proposed method uses preprocessing of signals with Linear Approximation Distance Thresholding method and Line Segment Clustering method for establishing of initial parameters of McSharry's model. The ECG data is taken from standard MIT/BIH arrhythmia database. The modelling was tested on the whole MIT arrhythmia database on the lead MLII and all signals can be modelled with 10 Gaussians functions without significant distortion.

Klíčová slova

ECG, McSharry model, classification

Autoři

KIČMEROVÁ, D.

Rok RIV

2007

Vydáno

24. 5. 2007

Nakladatel

MJ Servis

Místo

Brno

ISBN

978-1-4244-0821-4

Kniha

Proceedings of 17th International Conference Radielektronika 2007

Číslo edice

17

Strany od

487

Strany do

490

Strany počet

4

BibTex

@inproceedings{BUT22529,
  author="Dina {Kičmerová}",
  title="Modelling of Arrhythmics ECG Signals With McSharry's Model",
  booktitle="Proceedings of 17th International Conference Radielektronika 2007",
  year="2007",
  volume="17",
  number="17",
  pages="487--490",
  publisher="MJ Servis",
  address="Brno",
  isbn="978-1-4244-0821-4"
}