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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| Format: | Online |
| Language: | English |
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KIT Scientific Publishing
2021
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| Online Access: | 35691 |
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| _version_ | 1869514511759704064 |
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| author | Khawaja, Antoun |
| author_browse | Khawaja, Antoun |
| author_facet | Khawaja, Antoun |
| author_sort | Khawaja, Antoun |
| collection | Directory of Open Access Books |
| 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. |
| format | Online |
| id | doab-20.500.12854ir-41640 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-416402024-04-09T23:16:19Z Automatic ECG analysis using principal component analysis and wavelet transformation Khawaja, Antoun T1-995 Wavelet TdP Baseline Wander ECG Torsade de Points Feature Extraction Biosignal Pr Multi-Channel ECG Principal Component Analysis PCA thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues 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. 2021-02-11T08:43:51Z 2021-02-11T08:43:51Z 2019-07-30 20:02:02 2007 book 35691 18645933 9783866441323 https://directory.doabooks.org/handle/20.500.12854/41640 eng Karlsruhe transactions on biomedical engineering image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://www.ksp.kit.edu/9783866441323 KIT Scientific Publishing 10.5445/KSP/1000006642 10.5445/KSP/1000006642 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783866441323 214 open access |
| spellingShingle | T1-995 Wavelet TdP Baseline Wander ECG Torsade de Points Feature Extraction Biosignal Pr Multi-Channel ECG Principal Component Analysis PCA thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues Khawaja, Antoun Automatic ECG analysis using principal component analysis and wavelet transformation |
| 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_short | Automatic ECG analysis using principal component analysis and wavelet transformation |
| title_sort | automatic ecg analysis using principal component analysis and wavelet transformation |
| topic | T1-995 Wavelet TdP Baseline Wander ECG Torsade de Points Feature Extraction Biosignal Pr Multi-Channel ECG Principal Component Analysis PCA thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| topic_facet | T1-995 Wavelet TdP Baseline Wander ECG Torsade de Points Feature Extraction Biosignal Pr Multi-Channel ECG Principal Component Analysis PCA thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues |
| url | 35691 |
| work_keys_str_mv | AT khawajaantoun automaticecganalysisusingprincipalcomponentanalysisandwavelettransformation |