Estimation of atrial fibrillatory waves from one-lead ECGs using principal component analysis concepts

Computers in Cardiology

Volumn 31, Issue , 2004, Pages 413-416

  Castells, F ^a   Rieta, J J ^a   Mora, C ^a   Millet, J ^a   Sanchez C ^b  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^b UNIVERSITY OF CASTILLA LA MANCHA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOVASCULAR SYSTEM; COMPUTER SIMULATION; DATABASE SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SIGNAL PROCESSING;

ATRIAL FIBRILLATION (AF); CARDIAC BEATS; HOLTER SIGNALS;

ELECTROCARDIOGRAPHY;

EID: 28144464921     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Allessie M, Konings K, Wijffels M. Atrial Arrhythmias - State of the Art: Electrophysiological Mechanism of Atrial Fibrillation. J.P. DiMarco and E.N. Prystowsky, Eds. Arrnonk, NY: Futura Publ. Co., 1995.
2. Bollmann A, Sonne K, Esperer HD, Toepffer I, Langberg JJ, Klein HU. Non-invasive assessment of fibrillatory activity in patients with paroxysmal and persistent atrial fibrillation using the Holter ECG. Cardiovasc Res. 1999;44:60-6.
3. Rieta JJ, Castells F, Sanchez C, Zarzoso V, Millet J. Atrial activity extraction for atrial fibrillation analysis using blind source separation. IEEE Trans. Biomed. Eng. 2004; 51:1176-86.
4. Stridh M, Sörnmo L. Spatiotemporal QRST Cancellation Techniques for Analysis of Atrial Fibrillation. IEEE Trans. Biomed. Eng. 2001;48:105-11.
5. Stridh M, Sörnmo L, Meurling C, Olsson B. Time-dependent spectral properties in atrial fibrillation signals. IEEE Trans. Biomed. Eng. 2001;48:19-27.
6. Pan J, Tompkins WJ. A real-time QRS detection algorithm. IEEE Trans. Biomed. Eng. 1985;32:230-6.
7. Joliffe IT. Principal Component Analysis, Springer Verlag 2002.
8. Castells F, Mora C, Ruiz R, Rieta JJ, Millet J, Sanchez C, Morell S. Prediction of Spontaneous Termination of Atrial Fibrillation Using Time-Frequency Analysis of the Atrial Fibrillatory Wave. IEEE Computers in Cardiology, 2004.