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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Autores:
Tipo de recurso:
Book
Fecha de publicación:
2007
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/15216
Acceso en línea:
https://www.ksp.kit.edu/9783866441323
http://hdl.handle.net/20.500.12010/15216
Palabra clave:
Tecnología
Análisis de componentes
Transformación de ondas
Análisis automático
Extracción de características
Torsade de points
Rights
License
Abierto (Texto Completo)
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oai_identifier_str oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/15216
network_acronym_str UTADEO2
network_name_str Expeditio: repositorio UTadeo
repository_id_str
dc.title.spa.fl_str_mv Automatic ECG analysis using principal component analysis and wavelet transformation
title Automatic ECG analysis using principal component analysis and wavelet transformation
spellingShingle Automatic ECG analysis using principal component analysis and wavelet transformation
Tecnología
Análisis de componentes
Transformación de ondas
Análisis automático
Extracción de características
Torsade de points
title_short 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_sort Automatic ECG analysis using principal component analysis and wavelet transformation
dc.subject.spa.fl_str_mv Tecnología
topic Tecnología
Análisis de componentes
Transformación de ondas
Análisis automático
Extracción de características
Torsade de points
dc.subject.lemb.spa.fl_str_mv Análisis de componentes
Transformación de ondas
Análisis automático
Extracción de características
dc.subject.keyword.spa.fl_str_mv Torsade de points
description 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.
publishDate 2007
dc.date.created.none.fl_str_mv 2007
dc.date.accessioned.none.fl_str_mv 2020-11-03T15:36:36Z
dc.date.available.none.fl_str_mv 2020-11-03T15:36:36Z
dc.type.local.spa.fl_str_mv Libro
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2f33
format http://purl.org/coar/resource_type/c_2f33
dc.identifier.isbn.none.fl_str_mv 978-3-866-44132-3
dc.identifier.issn.none.fl_str_mv 1864-5933
dc.identifier.other.none.fl_str_mv https://www.ksp.kit.edu/9783866441323
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/15216
dc.identifier.doi.none.fl_str_mv 10.5445/KSP/1000006642
identifier_str_mv 978-3-866-44132-3
1864-5933
10.5445/KSP/1000006642
url https://www.ksp.kit.edu/9783866441323
http://hdl.handle.net/20.500.12010/15216
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
rights_invalid_str_mv Abierto (Texto Completo)
http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 246 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv KIT Scientific Publishing
institution Universidad de Bogotá Jorge Tadeo Lozano
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/1/Automatic%20ECG%20analysis%20using%20principal%20component%20analysis_1.pdf
https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/2/license.txt
https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/3/Automatic%20ECG%20analysis%20using%20principal%20component%20analysis_1.pdf.jpg
bitstream.checksum.fl_str_mv 315fffceec7861d0df26283f2dbd5741
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bitstream.checksumAlgorithm.fl_str_mv MD5
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repository.name.fl_str_mv Repositorio Institucional - Universidad Jorge Tadeo Lozano
repository.mail.fl_str_mv expeditio@utadeo.edu.co
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spelling 2020-11-03T15:36:36Z2020-11-03T15:36:36Z2007978-3-866-44132-31864-5933https://www.ksp.kit.edu/9783866441323http://hdl.handle.net/20.500.12010/1521610.5445/KSP/1000006642246 páginasapplication/pdfengKIT Scientific PublishingTecnologíaAnálisis de componentesTransformación de ondasAnálisis automáticoExtracción de característicasTorsade de pointsAutomatic ECG analysis using principal component analysis and wavelet transformationLibrohttp://purl.org/coar/resource_type/c_2f33Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2The 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.Khawaja, AntounORIGINALAutomatic ECG analysis using principal component analysis_1.pdfAutomatic ECG analysis using principal component analysis_1.pdfVer documentoapplication/pdf40146918https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/1/Automatic%20ECG%20analysis%20using%20principal%20component%20analysis_1.pdf315fffceec7861d0df26283f2dbd5741MD51open accessLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessTHUMBNAILAutomatic ECG analysis using principal component analysis_1.pdf.jpgAutomatic ECG analysis using principal component analysis_1.pdf.jpgIM Thumbnailimage/jpeg13658https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15216/3/Automatic%20ECG%20analysis%20using%20principal%20component%20analysis_1.pdf.jpg642600cda075694074bd67367482978eMD53open access20.500.12010/15216oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/152162020-11-09 15:16:18.793open accessRepositorio Institucional - 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