Neural Network Based Detection of Myocardial Ischemia

článek ve sborníku ve WoS nebo Scopus

angličtina

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.

Artifial neural network, myocardial ischemia, perceptron

BLAHA, M., PROVAZNÍK, I.

2003

1. 1. 2003

FEKT VUT BRNO

Brno

80-214-2378-1

Proceedings of 9th Conference and Competition STUDENT EEICT 2003

17

21

5