publication . Other literature type . Doctoral thesis . 2007

Automatic ECG analysis using principal component analysis and wavelet transformation

Khawaja, Antoun;
Open Access
  • Published: 01 Jan 2007
  • Publisher: KIT Scientific Publishing
  • Country: Germany
Abstract
The main objective of this book is to analyse and detect small changes in ECG waves and complexes that indicate cardiac diseases and disorders. Detecting predisposition to Torsade de Points (TDP) by analysing the beat-to-beat variability in T wave morphology is the main core of this work. The second main topic is detecting small changes in QRS complex and predicting future QRS complexes of patients. Moreover, the last main topic is clustering similar ECG components in different groups.
Subjects
Medical Subject Headings: cardiovascular systemcardiovascular diseases
free text keywords: Principal Component Analysis, PCA, ECG, Multi-Channel ECG, Wavelet, Torsade de Points, TdP, Baseline Wander, Feature Extraction, Biosignal Pr, Engineering & allied operations, ddc:620
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Doctoral thesis . 2007
Provider: KITopen
http://dx.doi.org/10.5445/ksp/...
Other literature type . 2007
Provider: Datacite
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