Detail publikace

Neural Network Based Detection of Myocardial Ischemia

BLAHA, M., PROVAZNÍK, I.

Originální název

Neural Network Based Detection of Myocardial Ischemia

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Artificial neural networks (ANN) are widely used in many classification problems. In this work ANNs are used in detection of myocardial ischemia. The principal idea is based on using multilayer perceptrons in QRS complex analysis where ischemia signs due electrophysiological changes are expected. ANN learn themselves from examples of ECG patterns of both ischemic and nonischemic subjects. After the training period, ANN works as a pattern signal recognizer in unknown environment.

Klíčová slova v angličtině

Artifial neural network, myocardial ischemia, perceptron

Autoři

BLAHA, M., PROVAZNÍK, I.

Rok RIV

2003

Vydáno

1. 1. 2003

Nakladatel

FEKT VUT BRNO

Místo

Brno

ISBN

80-214-2378-1

Kniha

Proceedings of 9th Conference and Competition STUDENT EEICT 2003

Strany od

17

Strany do

21

Strany počet

5

BibTex

@inproceedings{BUT10515,
  author="Milan {Blaha} and Valentine {Provazník}",
  title="Neural Network Based Detection of Myocardial Ischemia",
  booktitle="Proceedings of 9th Conference and Competition STUDENT EEICT 2003",
  year="2003",
  pages="5",
  publisher="FEKT VUT BRNO",
  address="Brno",
  isbn="80-214-2378-1"
}