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Application of wavelet entropy to predict atrial fibrillation progression from the surface ECG

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Application of wavelet entropy to predict atrial fibrillation progression from the surface ECG

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Alcaraz, R.; Rieta Ibañez, JJ. (2012). Application of wavelet entropy to predict atrial fibrillation progression from the surface ECG. Computational and Mathematical Methods in Medicine. 2012(245213):1-9. https://doi.org/10.1155/2012/245213

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/45360

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Title: Application of wavelet entropy to predict atrial fibrillation progression from the surface ECG
Author: Alcaraz, Raúl Rieta Ibañez, José Joaquín
UPV Unit: Universitat Politècnica de València. Departamento de Ingeniería Electrónica - Departament d'Enginyeria Electrònica
Issued date:
Abstract:
Atrial fibrillation (AF) is the most common supraventricular arrhythmia in clinical practice, thus, being the subject of intensive research both in medicine and engineering. Wavelet Entropy (WE) is a measure of the disorder ...[+]
Subjects: Atrial fibrillation , ECG , Signal processing , Wavelet transform , Sample Entropy
Copyrigths: Reconocimiento (by)
Source:
Computational and Mathematical Methods in Medicine. (issn: 1748-670X )
DOI: 10.1155/2012/245213
Publisher:
Hindawi Publishing Corporation
Publisher version: http://dx.doi.org/10.1155/2012/245213
Project ID:
info:eu-repo/grantAgreement/MICINN//TEC2010-20633/ES/DESARROLLO Y APLICACION DE ESTIMADORES AVANZADOS DE ORGANIZACION PARA LA CLASIFICACION TERAPEUTICA Y EL SEGUIMIENTO DE PACIENTES CON FIBRILACION AURICULAR/
info:eu-repo/grantAgreement/Junta de Comunidades de Castilla-La Mancha//PII1C09-0036-3237/ES/Predicción De Riesgo De Muerte Súbita Tras Infarto De Miocardio Mediante Técnicas Avanzadas De Procesado Digital De Señal/
info:eu-repo/grantAgreement/Junta de Comunidades de Castilla-La Mancha//PPII11-0194-8121]/ES/PPII11-0194-8121]/
Thanks:
This work was supported by the projects TEC2010-20633 from the Spanish Ministry of Science and Innovation and PPII11-0194-8121 and PII1C09-0036-3237 from Junta de Comunidades de Castilla-La Mancha.
Type: Artículo

References

Fuster, V., Rydén, L. E., Cannom, D. S., Crijns, H. J., Curtis, A. B., … Ellenbogen, K. A. (2006). ACC/AHA/ESC 2006 Guidelines for the Management of Patients With Atrial Fibrillation. Circulation, 114(7). doi:10.1161/circulationaha.106.177292

Gallagher, M. M., & Camm, J. (1998). Classification of atrial fibrillation. The American Journal of Cardiology, 82(7), 18N-28N. doi:10.1016/s0002-9149(98)00736-x

Konings, K. T., Kirchhof, C. J., Smeets, J. R., Wellens, H. J., Penn, O. C., & Allessie, M. A. (1994). High-density mapping of electrically induced atrial fibrillation in humans. Circulation, 89(4), 1665-1680. doi:10.1161/01.cir.89.4.1665 [+]
Fuster, V., Rydén, L. E., Cannom, D. S., Crijns, H. J., Curtis, A. B., … Ellenbogen, K. A. (2006). ACC/AHA/ESC 2006 Guidelines for the Management of Patients With Atrial Fibrillation. Circulation, 114(7). doi:10.1161/circulationaha.106.177292

Gallagher, M. M., & Camm, J. (1998). Classification of atrial fibrillation. The American Journal of Cardiology, 82(7), 18N-28N. doi:10.1016/s0002-9149(98)00736-x

Konings, K. T., Kirchhof, C. J., Smeets, J. R., Wellens, H. J., Penn, O. C., & Allessie, M. A. (1994). High-density mapping of electrically induced atrial fibrillation in humans. Circulation, 89(4), 1665-1680. doi:10.1161/01.cir.89.4.1665

Allessie, M. A., Konings, K., Kirchhof, C. J. H. J., & Wijffels, M. (1996). Electrophysiologic mechanisms of perpetuation of atrial fibrillation. The American Journal of Cardiology, 77(3), 10A-23A. doi:10.1016/s0002-9149(97)89114-x

Sih, H. J., Zipes, D. P., Berbari, E. J., & Olgin, J. E. (1999). A high-temporal resolution algorithm for quantifying organization during atrial fibrillation. IEEE Transactions on Biomedical Engineering, 46(4), 440-450. doi:10.1109/10.752941

TAKAHASHI, Y., SANDERS, P., JAIS, P., HOCINI, M., DUBOIS, R., ROTTER, M., … HAISSAGUERRE, M. (2006). Organization of Frequency Spectra of Atrial Fibrillation: Relevance to Radiofrequency Catheter Ablation. Journal of Cardiovascular Electrophysiology, 17(4), 382-388. doi:10.1111/j.1540-8167.2005.00414.x

Alcaraz, R., Hornero, F., & Rieta, J. J. (2010). Assessment of non-invasive time and frequency atrial fibrillation organization markers with unipolar atrial electrograms. Physiological Measurement, 32(1), 99-114. doi:10.1088/0967-3334/32/1/007

Rosso, O. A., Blanco, S., Yordanova, J., Kolev, V., Figliola, A., Schürmann, M., & Başar, E. (2001). Wavelet entropy: a new tool for analysis of short duration brain electrical signals. Journal of Neuroscience Methods, 105(1), 65-75. doi:10.1016/s0165-0270(00)00356-3

Petrutiu, S., Ng, J., Nijm, G. M., Al-Angari, H., Swiryn, S., & Sahakian, A. V. (2006). Atrial fibrillation and waveform characterization. IEEE Engineering in Medicine and Biology Magazine, 25(6), 24-30. doi:10.1109/emb-m.2006.250505

Al-Khatib, S. M., Wilkinson, W. E., Sanders, L. L., McCarthy, E. A., & Pritchett, E. L. C. (2000). Observations on the transition from intermittent to permanent atrial fibrillation. American Heart Journal, 140(1), 142-145. doi:10.1067/mhj.2000.107547

GALL, N. P., & MURGATROYD, F. D. (2007). Electrical Cardioversion for AF?The State of the Art. Pacing and Clinical Electrophysiology, 30(4), 554-567. doi:10.1111/j.1540-8159.2007.00709.x

Goldberger, A. L., Amaral, L. A. N., Glass, L., Hausdorff, J. M., Ivanov, P. C., Mark, R. G., … Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet. Circulation, 101(23). doi:10.1161/01.cir.101.23.e215

Bollmann, A., Husser, D., Mainardi, L., Lombardi, F., Langley, P., Murray, A., … Sörnmo, L. (2006). Analysis of surface electrocardiograms in atrial fibrillation: techniques, research, and clinical applications. EP Europace, 8(11), 911-926. doi:10.1093/europace/eul113

Alcaraz, R., & Rieta, J. J. (2008). Adaptive singular value cancelation of ventricular activity in single-lead atrial fibrillation electrocardiograms. Physiological Measurement, 29(12), 1351-1369. doi:10.1088/0967-3334/29/12/001

Stridh, M., Sornmo, L., Meurling, C. J., & Olsson, S. B. (2004). Sequential Characterization of Atrial Tachyarrhythmias Based on ECG Time-Frequency Analysis. IEEE Transactions on Biomedical Engineering, 51(1), 100-114. doi:10.1109/tbme.2003.820331

Alcaraz, R., & Rieta, J. J. (2008). Wavelet bidomain sample entropy analysis to predict spontaneous termination of atrial fibrillation. Physiological Measurement, 29(1), 65-80. doi:10.1088/0967-3334/29/1/005

Alcaraz, R., & Rieta, J. J. (2008). A non-invasive method to predict electrical cardioversion outcome of persistent atrial fibrillation. Medical & Biological Engineering & Computing, 46(7), 625-635. doi:10.1007/s11517-008-0348-5

Rafiee, J., Rafiee, M. A., Prause, N., & Schoen, M. P. (2011). Wavelet basis functions in biomedical signal processing. Expert Systems with Applications, 38(5), 6190-6201. doi:10.1016/j.eswa.2010.11.050

Addison, P. S. (2005). Wavelet transforms and the ECG: a review. Physiological Measurement, 26(5), R155-R199. doi:10.1088/0967-3334/26/5/r01

Alcaraz, R., & Rieta, J. J. (2009). Sample entropy of the main atrial wave predicts spontaneous termination of paroxysmal atrial fibrillation. Medical Engineering & Physics, 31(8), 917-922. doi:10.1016/j.medengphy.2009.05.002

ALCARAZ, R., HORNERO, F., & RIETA, J. J. (2011). Noninvasive Time and Frequency Predictors of Long-Standing Atrial Fibrillation Early Recurrence after Electrical Cardioversion. Pacing and Clinical Electrophysiology, 34(10), 1241-1250. doi:10.1111/j.1540-8159.2011.03125.x

Alcaraz, R., & Rieta, J. J. (2009). Time and frequency recurrence analysis of persistent atrial fibrillation after electrical cardioversion. Physiological Measurement, 30(5), 479-489. doi:10.1088/0967-3334/30/5/005

Alcaraz, R., Rieta, J. J., & Hornero, F. (2008). Caracterización no invasiva de la actividad auricular durante los instantes previos a la terminación de la fibrilación auricular paroxística. Revista Española de Cardiología, 61(2), 154-160. doi:10.1157/13116203

Nilsson, F., Stridh, M., Bollmann, A., & Sörnmo, L. (2006). Predicting spontaneous termination of atrial fibrillation using the surface ECG. Medical Engineering & Physics, 28(8), 802-808. doi:10.1016/j.medengphy.2005.11.010

Holmqvist, F. (2006). Atrial fibrillatory rate and sinus rhythm maintenance in patients undergoing cardioversion of persistent atrial fibrillation. European Heart Journal, 27(18), 2201-2207. doi:10.1093/eurheartj/ehl098

PALINKAS, A. (2001). Clinical value of left atrial appendage flow velocity for predicting of cardioversion success in patients with non-valvular atrial fibrillation*1. European Heart Journal, 22(23), 2201-2208. doi:10.1053/euhj.2001.2891

Holmqvist, F., Stridh, M., Waktare, J. E. P., Roijer, A., Sörnmo, L., Platonov, P. G., & Meurling, C. J. (2006). Atrial fibrillation signal organization predicts sinus rhythm maintenance in patients undergoing cardioversion of atrial fibrillation. EP Europace, 8(8), 559-565. doi:10.1093/europace/eul072

Sun, R., & Wang, Y. (2008). Predicting termination of atrial fibrillation based on the structure and quantification of the recurrence plot. Medical Engineering & Physics, 30(9), 1105-1111. doi:10.1016/j.medengphy.2008.01.008

Watson, J. N., Addison, P. S., Uchaipichat, N., Shah, A. S., & Grubb, N. R. (2007). Wavelet transform analysis predicts outcome of DC cardioversion for atrial fibrillation patients. Computers in Biology and Medicine, 37(4), 517-523. doi:10.1016/j.compbiomed.2006.08.003

ZOHAR, P., KOVACIC, M., BREZOCNIK, M., & PODBREGAR, M. (2005). Prediction of maintenance of sinus rhythm after electrical cardioversion of atrial fibrillation by non-deterministic modelling. Europace, 7(5), 500-507. doi:10.1016/j.eupc.2005.04.007

Pan, Y.-H., Wang, Y.-H., Liang, S.-F., & Lee, K.-T. (2011). Fast computation of sample entropy and approximate entropy in biomedicine. Computer Methods and Programs in Biomedicine, 104(3), 382-396. doi:10.1016/j.cmpb.2010.12.003

Calcagnini, G., Censi, F., Michelucci, A., & Bartolini, P. (2006). Descriptors of wavefront propagation. IEEE Engineering in Medicine and Biology Magazine, 25(6), 71-78. doi:10.1109/emb-m.2006.250510

LAU, C.-P., & LOK, N.-S. (1997). A Comparison of Transvenous Atrial Defibrillation of Acute and Chronic Atrial Fibrillation and the Effect of Intravenous Sotalol on Human Atrial Defibrillation Threshold. Pacing and Clinical Electrophysiology, 20(10), 2442-2452. doi:10.1111/j.1540-8159.1997.tb06084.x

NDREPEPA, G., KARCH, M. R., SCHNEIDER, M. A. E., WEYERBROCK, S., SCHREIECK, J., DEISENHOFER, I., … SCHMITT, C. (2002). Characterization of Paroxysmal and Persistent Atrial Fibrillation in the Human Left Atrium During Initiation and Sustained Episodes. Journal of Cardiovascular Electrophysiology, 13(6), 525-532. doi:10.1046/j.1540-8167.2002.00525.x

Sih, H. J., Zipes, D. P., Berbari, E. J., Adams, D. E., & Olgin, J. E. (2000). Differences in organization between acute and chronic atrial fibrillation in dogs. Journal of the American College of Cardiology, 36(3), 924-931. doi:10.1016/s0735-1097(00)00788-9

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