Automatic ECG analysis using principal component analysis and wavelet transformation

• Autore: Khawaja Antoun
• Pubblicazione: KIT Scientific Publishing, 2007
• Descrizione fisica: 1 online resource (214 p.)
• Soggetto topico: Technology: general issues
• Soggetto non controllato: Baseline Wander; Biosignal Pr; ECG; Feature Extraction; Multi-Channel ECG; PCA; Principal Component Analysis; TdP; Torsade de Points; Wavelet
• Sommario/riassunto: 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.
• Titolo autorizzato: Automatic ECG analysis using principal component analysis and wavelet transformation
• ISBN: 1000006642
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911114773803321
• Lo trovi qui: Univ. Federico II