Localization of Ventricular Activation Origin from the 12-Lead ECG: A Comparison of Linear Regression with Non-Linear Methods of Machine Learning

Author:

Zhou Shijie,AbdelWahab Amir,Sapp John L.,Warren James W.,Horáček B. Milan

Publisher

Springer Science and Business Media LLC

Subject

Biomedical Engineering

Reference28 articles.

1. Aliot, E. M., W. G. Stevenson, J. M. Almendral-Garrote, F. Bogun, C. H. Calkins, E. Delacretaz, P. Della Bella, G. Hindricks, P. Jais, M. E. Josephson, J. Kautzner, G. N. Kay, K. H. Kuck, B. B. Lerman, F. Marchlinski, V. Reddy, M. J. Schalij, R. Schilling, K. Soejima, and D. Wilber. EHRA/HRS expert consensus on catheter ablation of ventricular arrhythmias: developed in a partnership with the European Heart Rhythm Association (EHRA), a registered branch of the European Society of Cardiology (ESC), and the Heart Rhythm Society (HRS); in collaboration with the American College of Cardiology (ACC) and the American Heart Association (AHA). Heart Rhythm 6:886–933, 2009.

2. Arenal, A., S. del Castillo, E. Gonzalez-Torrecilla, F. Atienza, M. Ortiz, J. Jimenez, A. Puchol, J. Garcia, and J. Almendral. Tachycardia-related channel in the scar tissue in patients with sustained monomorphic ventricular tachycardias: influence of the voltage scar definition. Circulation 110:2568–2574, 2004.

3. Bennett, M., R. Parkash, P. Nery, M. Senechal, B. Mondesert, D. Birnie, L. D. Sterns, C. Rinne, D. Exner, F. Philippon, D. Campbell, J. Cox, P. Dorian, V. Essebag, A. Krahn, J. Manlucu, F. Molin, M. Slawnych, and M. Talajic. Canadian Cardiovascular Society/Canadian Heart Rhythm Society 2016 implantable cardioverter-defibrillator guidelines. Can. J. Cardiol. 33:174–188, 2017.

4. Breiman, L. Random forests. Mach. Learn. 45(1), 5–32, 2001.

5. Cerqueira, M. D., N. J. Weissman, V. Dilsizian, A. K. Jacobs, S. Kaul, W. K. Laskey, D. J. Pennell, J. A. Rumberger, T. Ryan, and M. S. Verani. Standardized myocardial segmentation and nomenclature for tomographic imaging of the heart. A statement for healthcare professionals from the Cardiac Imaging Committee of the Council on Clinical Cardiology of the American Heart Association. Circulation 105:539–542, 2002.

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