Automatic ECG analysis using principal component analysis and wavelet transformation

Antoun Khawaja (Autor)

Buch | Softcover

214 Seiten

2007
KIT Scientific Publishing (Verlag)
978-3-86644-132-3 (ISBN)

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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.

Erscheint lt. Verlag	24.5.2007
Reihe/Serie	Karlsruhe transactions on biomedical engineering ; 3
Zusatzinfo	Ill., graf. Darst.
Sprache	englisch
Maße	148 x 210 mm
Gewicht	465 g
Einbandart	Paperback
Themenwelt	Technik ► Elektrotechnik / Energietechnik
Schlagworte	ecg • Elektrokardiographie • HC/Technik/Elektronik, Elektrotechnik, Nachrichtentechnik • Multi-Channel ECG • PCA • Principal Component Analysis • TdP • Torsade de Pointes • Wavelet
ISBN-10	3-86644-132-0 / 3866441320
ISBN-13	978-3-86644-132-3 / 9783866441323
Zustand	Neuware