Detail publikace

Application Of Dynamic Time Warping In ECG Description For Recognition Of Myocardial Ischemia

BARDOŇOVÁ, J., PROVAZNÍK, I., NOVÁKOVÁ, M., NOVÁKOVÁ, Z.

Originální název

Application Of Dynamic Time Warping In ECG Description For Recognition Of Myocardial Ischemia

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

The paper deals with a new method using dynamic time warping applied to time-frequency spectrum of ECG signals. The method should be used for detection of acute myocardial ischemia at a stage preceding a hidden Markov model-based pattern recogniser. Early myocardial ischemia is expressed as specific low level short-time changes in electrocardiograms within QRS complex. Such changes can be revealed by time-frequency analysis. The presented results show that the proposed method of ECG description can be effectively used in a recognition system which can detect early ischemia.

Klíčová slova

Dynamic Time Warping. ECG, Myocardial Ischemia

Autoři

BARDOŇOVÁ, J., PROVAZNÍK, I., NOVÁKOVÁ, M., NOVÁKOVÁ, Z.

Rok RIV

2002

Vydáno

23. 6. 2002

Nakladatel

VUTIUM Press

Místo

Brno

ISBN

80-214-2120-7

Kniha

Analysis of Biological Signals and Images

Edice

Analysis of Biological Signals and Images Vol. 16

Číslo edice

1

Strany od

236

Strany do

239

Strany počet

4

BibTex

@inproceedings{BUT5154,
  author="Jana {Kolářová} and Valentine {Provazník} and Marie {Nováková} and Zuzana {Nováková}",
  title="Application Of Dynamic Time Warping In ECG Description For Recognition Of Myocardial Ischemia",
  booktitle="Analysis of Biological Signals and Images",
  year="2002",
  series="Analysis of Biological Signals and Images Vol. 16",
  number="1",
  pages="4",
  publisher="VUTIUM Press",
  address="Brno",
  isbn="80-214-2120-7"
}