Automatic ECG analysis using principal component analysis and wavelet transformation

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...

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Superior document:Karlsruhe transactions on biomedical engineering
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Year of Publication:2007
Language:English
Series:Karlsruhe transactions on biomedical engineering
Physical Description:1 electronic resource (214 p.)
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spelling Khawaja, Antoun auth
Automatic ECG analysis using principal component analysis and wavelet transformation
KIT Scientific Publishing 2007
1 electronic resource (214 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Karlsruhe transactions on biomedical engineering
Open access Unrestricted online access star
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.
English
Wavelet
TdP
Baseline Wander
ECG
Torsade de Points
Feature Extraction
Biosignal Pr
Multi-Channel ECG
Principal Component Analysis
PCA
3-86644-132-0
language English
format eBook
author Khawaja, Antoun
spellingShingle Khawaja, Antoun
Automatic ECG analysis using principal component analysis and wavelet transformation
Karlsruhe transactions on biomedical engineering
author_facet Khawaja, Antoun
author_variant a k ak
author_sort Khawaja, Antoun
title Automatic ECG analysis using principal component analysis and wavelet transformation
title_full Automatic ECG analysis using principal component analysis and wavelet transformation
title_fullStr Automatic ECG analysis using principal component analysis and wavelet transformation
title_full_unstemmed Automatic ECG analysis using principal component analysis and wavelet transformation
title_auth Automatic ECG analysis using principal component analysis and wavelet transformation
title_new Automatic ECG analysis using principal component analysis and wavelet transformation
title_sort automatic ecg analysis using principal component analysis and wavelet transformation
series Karlsruhe transactions on biomedical engineering
series2 Karlsruhe transactions on biomedical engineering
publisher KIT Scientific Publishing
publishDate 2007
physical 1 electronic resource (214 p.)
isbn 1000006642
3-86644-132-0
illustrated Not Illustrated
work_keys_str_mv AT khawajaantoun automaticecganalysisusingprincipalcomponentanalysisandwavelettransformation
status_str n
ids_txt_mv (CKB)4920000000101106
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hierarchy_parent_title Karlsruhe transactions on biomedical engineering
is_hierarchy_title Automatic ECG analysis using principal component analysis and wavelet transformation
container_title Karlsruhe transactions on biomedical engineering
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