Automatic ECG analysis using principal component analysis and wavelet transformation

• Main Author: Khawaja, Antoun (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: KIT Scientific Publishing 2007
• Series: Karlsruhe transactions on biomedical engineering
• Subjects: Technology: general issues; Wavelet; TdP; Baseline Wander; ECG; Torsade de Points; Feature Extraction; Biosignal Pr; Multi-Channel ECG; Principal Component Analysis; PCA
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...