Publication result 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

English Title

Using the Principal Component Analysis as the T Wave Alternans Detector

Type

Paper in proceedings (conference paper)

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.

English 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

Key words in English

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

Authors

Milan Tannenberg

Released

28.04.2005

Publisher

VUT Brno

Location

Brno

Book

Proceedings of the 11th Conference Student EEICT 2005

Volume

11

Number

Volume 3

Pages from

462

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"
}