Publication result detail

Modelling of Arrhythmics ECG Signals With McSharry's Model

KIČMEROVÁ, D.

Original Title

Modelling of Arrhythmics ECG Signals With McSharry's Model

English Title

Modelling of Arrhythmics ECG Signals With McSharry's Model

Type

Paper in proceedings (conference paper)

Original Abstract

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.

English abstract

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.

Keywords

ECG, McSharry model, classification

Key words in English

ECG, McSharry model, classification

Authors

KIČMEROVÁ, D.

Released

24.05.2007

Publisher

MJ Servis

Location

Brno

ISBN

978-1-4244-0821-4

Book

Proceedings of 17th International Conference Radielektronika 2007

Volume

17

Pages from

487

Pages to

490

Pages count

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"
}