Publication detail

Using the Principal Component Analysis as the T Wave Alternans Detector

Milan Tannenberg

Original Title

Using the Principal Component Analysis as the T Wave Alternans Detector

Type

conference paper

Language

English

Original Abstract

In this article a simulation study of T wave alternans (TWA) is tested in order to explore the usage and performance of Principal Component Analysis (PCA) for TWA detection. The aim is to explain electrical TWA and verify the usage properties of PCA.

Keywords

TWA, ECG, Sudden Cardiac Death, Prediction, QRS, PCA, Principal Component Analysis, Karhunen-Löeve Transform

Authors

Milan Tannenberg

RIV year

2005

Released

28. 4. 2005

Publisher

VUT Brno

Location

Brno

Pages from

462

Pages to

466

Pages count

5

BibTex

@inproceedings{BUT17288,
  author="Milan {Tannenberg}",
  title="Using the Principal Component Analysis as the T Wave Alternans Detector",
  booktitle="Proceedings of the 11th Conference Student EEICT 2005",
  year="2005",
  volume="11",
  number="Volume 3",
  pages="5",
  publisher="VUT Brno",
  address="Brno"
}