Noninvasive computational imaging of cardiac electrophysiology for 3-D infarct

IEEE Transactions on Biomedical Engineering

Volumn 58, Issue 4, 2011, Pages 1033-1043

  Wang, Linwei ^a   Wong, Ken C L ^b   Zhang, Heye ^c,d   Liu, Huafeng ^a,e   Shi, Pengcheng ^a  

^a Rochester Institute of Technology   (United States)

^b INRIA   (France)

^c CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^d SHENZHEN INSTITUTES OF ADVANCED TECHNOLOGY   (China)

^e ZHEJIANG UNIVERSITY   (China)

Author keywords

Body surface potential (BSP); cardiac electrophysiological imaging; myocardial infarction (MI); transmembrane potential (TMP)

Indexed keywords

3D IMAGING; BODY SURFACE POTENTIALS; CARDIAC ELECTROPHYSIOLOGICAL IMAGING; CARDIAC ELECTROPHYSIOLOGY; COMPUTATIONAL IMAGING; COMPUTATIONAL MODEL; DIFFERENT SIZES; GOLD STANDARDS; MYOCARDIAL INFARCTION; NON-INVASIVE IMAGING; PHANTOM EXPERIMENT; PRIOR KNOWLEDGE; QUANTITATIVE EVALUATION; SCAR TISSUES; SPATIAL STRUCTURE; SUBJECT-SPECIFIC; TOMOGRAPHIC IMAGES; TRANSMEMBRANE POTENTIALS; TRANSMEMBRANES; VENTRICULAR ARRHYTHMIAS;

BIOELECTRIC POTENTIALS; COMPUTATIONAL GEOMETRY; ELECTROPHYSIOLOGY; ESTIMATION; HEART; MAGNETIC RESONANCE IMAGING; PHYSIOLOGICAL MODELS; RESONANCE; SURFACE POTENTIAL; SURFACE PROPERTIES; THERMOMECHANICAL PULPING PROCESS;

THREE DIMENSIONAL;

ARTICLE; BODY SURFACE POTENTIAL; CARDIAC PATIENT; HEART ELECTROPHYSIOLOGY; HEART INFARCTION; HEART INFARCTION SIZE; HEART MUSCLE; HUMAN; MEMBRANE POTENTIAL; NON INVASIVE PROCEDURE; NUCLEAR MAGNETIC RESONANCE IMAGING; SCAR; THREE DIMENSIONAL IMAGING; VOLUMETRY;

ALGORITHMS; BODY SURFACE POTENTIAL MAPPING; COMPUTER SIMULATION; HEART CONDUCTION SYSTEM; HEART VENTRICLES; HUMANS; IMAGING, THREE-DIMENSIONAL; MODELS, CARDIOVASCULAR; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 79952912463     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2010.2099226     Document Type: Article

References (46)

1. L. Wang, H. Zhang, K. Wong, H. Liu, and P. Shi, "Physiological- modelconstrained noninvasive reconstruction of volumetric myocardial transmembrane potentials," IEEE Trans. Biomed. Eng., vol. 57, no. 2, pp. 296-315, Feb. 2010.
2. E.Vigmond, F.Vadakkumpadan,V. Gurev, H. Arevallo,M.Deo,G. Plank, and N. Trayanova, "Towards predicative modeling of the electrophysiology of the heart," Exp. Physiol., vol. 94, no. 5, pp. 563-577, 2009.
3. M.Volkmer, F.Ouyang, F. Deger, S. Ernst, M. Goya,D.Bansch, K. Berodt, K.-H. Kuck, and M. Antz, "Substrate mapping vs. tachycardia mapping using CARTO in patients with coronary artery disease and ventricular tachycardia: impact on outcome of catheter ablation," Europace, vol. 8, pp. 968-976, 2006. (Pubitemid 44614206)
4. M. A. Fallert, M. S. Mirotznik, S.W. Downing, E. B. Savage, K. R. Foster, M. E. Josephson, and D. K. Bogen, "Myocardial electrical impedance mapping of ischemic sheep hearts and healing aneurysms," Circulation, vol. 87, pp. 199-207, 1993. (Pubitemid 23019351)
5. J. S. Alpert, K. Thygesen, E. Antman, and J. P. Bassand, "Myocardial infarction redefined-A consensus document of the joint European society of cardiology/American college of cardiology committee for the redefinition of myocardial infarction," J. Amer. Coll. Cardiol., vol. 36, no. 3, pp. 959-969, 2000.
6. R. J.Gibbons,U. S.Valeti, P. A. Araoz, andA. S. Jaffe, "The quantification of infarct," J. Amer. Coll. Cardiol., vol. 44, pp. 1533-1542, 2004.
7. E. Tragardh, H. Engblom, and O. Pahlm, "How many ECG leads do we need," Cardiol. Clin., vol. 24, pp. 317-330, 2006. (Pubitemid 44376438)
8. I.B.A.Menown, R. S. H.W. Patterson, G. MacKenzie, andA.A. J.Adgey, "Body surface map models for early diagnosis of acute myocardial infarction," J. Electrocardiol., vol. 31, pp. 180-188, 1998.
9. R. J. Kim, T. S. E. Albert, J. H.Wible, M. D. Elliott, J. C. Allen, J. C. Lee, M. Parker, A. Napoli, and R.M. Judd, "Performance of delayed-enhanced magnetic resonance imaging with gadoversetamide contrast for the detection and assessment of myocardial infarction: An international, multicenter, double-blinded, randomized trial," Circulation, vol. 117, pp. 629-637, 2008.
10. H. Ashikaga, T. Sasano, J. Dong, M. M. Zviman, R. Evers, B. Hopenfeld, V. Castro, R. H. Helm, T. Dickfeld, S. Nazarian, J. K. Donahue, R. D. Berger, H. Calkins, M. R. Abraham, E. Marbán, A. C. Lardo, E. R. McVeigh, and H. R. Halperin, "Magnetic resonance-based anatomical analysis of scar-related ventricular tachycardia. implications for catheter ablation," Circulation, vol. 101, pp. 939-947, 2007. (Pubitemid 350287181)
11. A. Schmidt, C. F. Azevedo, A. Cheng, S. N. Gupta, D. A. Bluemke, T. K. Foo, G. Gerstenblith, R. G. Weiss, E. Marbán, G. F. Tomaselli, J. A. C. Lima, and K. C. Wu, "Infarct tissue heterogeneity by magnetic resonance imaging identifies enhanced cardiac arrhythmia susceptibility in patients with left ventricular dysfunction," Circulation, vol. 115, pp. 2006-2014, 2007. (Pubitemid 46625951)
12. A. E. Arai, "False positive or true positive troponin in patients presenting with chest pan but normal coronary arteries: Lessons from cardiac MRI," Eur. Heart J., vol. 28, pp. 1175-1177, 2007. (Pubitemid 47343831)
13. M. P. Nash and A. J. Pullan, "Challenges facing validation of noninvasive electrical imaging of the heart," Ann. Biomed. Eng., vol. 10, no. 1, pp. 73-82, 2005. (Pubitemid 40476670)
14. J. E. Burnes, B. Taccardi, R. S. MacLeod, and Y. Rudy, "Noninvasive ecg imaging of electrophysiologically abnormal substrates in infarcted hearts: a model study," Circulation, vol. 101, pp. 533-540, 2000. (Pubitemid 30080868)
15. F. D. Dawoud, "Using inverse electrocardiography to image myocardial infarction," in Proc. Comput. Cardiol., 2007, pp. 177-180.
16. M. Carlsson, H. Arheden, C. B. Higgins, and M. Saeed, "Magnetic resonance imaging as a potential gold standard for infarct quantification," J. Electrocardiol., vol. 41, pp. 613-620, 2008.
17. G. Li and B. He, "Noninvasive estimating of myocardial infarction by means of a heart-model-based imaging approach: A simulation study," Med. Biol. Eng. Comput., vol. 42, pp. 128-136, 2004. (Pubitemid 38202162)
18. D. Farina, "Model-based approach to the localization of infarction," in Proc. Comput. Cardiol., 2007, pp. 173-176.
19. (2007). Physionet/computers in cardiology challenge 2007: Electrocardiographic imaging of myocardial infarction Online.. Available: http://physionet.org/challenge/2007/
20. M. A. Mneimneh and R. J. Povinelli, "Rps/gmm approach toward the localization of myocardial infarction," in Proc. Comput. Cardiol., 2007, pp. 185-188.
21. L. Wang, H. Zhang, K. Wong, H. Liu, and P. Shi, " Electrocardiographic simulation on personalized heart-torso structures using coupled meshfree-BEM platform," Int. J. Funct. Inf. Pers. Med., vol. 2, no. 2, pp. 175-200, 2009.
22. R. R. Aliev and A. V. Panfilov, "A simple two-variable model of cardiac excitation," Chaos, Solitions Fractals, vol. 7, no. 3, pp. 293-301, 1996.
23. M. P. Nash and A. V. Panfilov, "Electromechanical model of excitable tissue to study reentrant cardiac arrhythmias," Progr. Biophys. Mol. Biol., vol. 85, pp. 501-522, 2004. (Pubitemid 38629923)
24. T. P. Usyk, I. J. LeGrice, and A. D. McCulloch, "Computational model of three-dimensional cardiac electromechanics," Comput. Visualization Sci., vol. 4, pp. 249-257, 2002.
25. M. Pop, M. Sermesant, D. Lepiller, M. V. Truong, E. R. McVeigh, E. Crystal, A. Dick, H. Delingette, N. Ayache, and G. A. Wright, "Fusion of optical imaging and MRI for the evaluation and adjustment of macroscopic models of cardiac electrophysiology: a feasibility study," Med. Image Anal., vol. 13, pp. 370-380, 2009.
26. H. Zhang, P. Shi, and P. J. Hunter, "A meshfree method for simulating myocardial electrical activity," Bioengineering Institute University of Auckland, New Zealand, Auckland, New Zealand, Tech. Rep., Jul. 2008.
27. R. Plonsey, Bioelectric Phenomena. New York: McGraw Hill, 1969.
28. P. Colli-Franzone, L. Guerri, C. Viganotti, E. Macchi, S. Baruffi, S. Spaggiari, and B. Taccardi, "Potential fields generated by oblique dipole layers modelling excitation wavefronts in the anisotropic myocardium," Circ. Res., vol. 51, pp. 330-346, 1982.
29. R. Hren, J. Nenonen, and B. M. Horacek, "Simulated epicardial potential maps during paced activation reflect myocardial fibrous structure," Ann. Biomed. Eng., vol. 26, pp. 1022-1035, 1998. (Pubitemid 128608934)
30. S. Julier, "The scaled unscented transform," Int. J. Numer. Methods Eng., vol. 47, pp. 1445-1462, 2000.
31. D. Durrer, R. T. van Dam, G. E. Freud, M. J. Janse, F. L. Meijler, and R. C. Arzbaecher, "Total excitation of the isolated human heart," Circulation, vol. 41, pp. 899-912, 1970.
32. W. T. Miller and D. B. Geselowitz, "Simulation studies of the electrocardiogram. II. Ischemia and infarction," Circ. Res., vol. 43, pp. 315-323, 1978. (Pubitemid 9004292)
33. I. R. Efimov, T. D. Huang, J. M. Rendt, and G. Salama, "Optical mapping of repolarization and refractoriness from intact heart," Circ. Res., vol. 90, pp. 1469-1480, 1994. (Pubitemid 24284468)
34. M. D. Cerqueira, 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," Circulation, vol. 105, pp. 539-542, 2002.
35. M. Nash. (1998, May). Mechanics and material properties of the heart using an anatomically accurate mathematical model. Ph.D. dissertation, Univ. of Auckland, New Zealand. Online.. Available: http://www.esc.auckland.ac.nz/Nash/ thesis 2011.
36. B. M. Horacek and J. C. Clements, "The inverse problem of electrocardiography: A solution in terms of single-and double-layer sources on the epicardial surface," Math. Biosci., vol. 144, no. 2, pp. 119-154, 1997. (Pubitemid 27413209)
37. C. L. Hubley-Kozey, L. B. Mitchell, M. J. Gardner, J. W. Warren, C. J. Penney, E. R. Smith, and B. M. Horacek, "Spatial features in bodysurface potential maps can identify patients with a history of sustained ventricular tachycardia," Circulation, vol. 92, pp. 1825-1838, 1995.
38. B. M. Horacek, J. W. Warren, C. J. Penney, R. S. MacLeod, L. M. Title, M. J. Gardner, and C. L. Feldman, "Optimal electrocardiographic leads for detecting acute myocardial ischemia," J. Electrocardiol., vol. 34, pp. 97-111, 2001. (Pubitemid 34083916)
39. L. M. Title, S. E. Iles, M. J. Gardner, C. J. Penney, J. C. Clements, and B. M. Horacek, "Quantitative assessment of myocardial ischemia by electrocardiographic and scintigraphic imaging," J. Electrocardiol., vol. 36, pp. 17-26, 2003. (Pubitemid 38049758)
40. T. N. Martin, B.A.Groenning, H. M. Murray, T. Steedman, J. E. Foster,A. T. Elliot, H. J. Dargie, R. H. Selvester, O. Pahlm, and G. S. Wagner, "Stsegment deviation analysis of the admission 12-lead electrocardiogram as an aid to early diagnosis of acute myocardial infarction with a cardiac magnetic resonance imaging gold standard," J. Amer. Coll. Cardiol., vol. 50, pp. 1021-1028, 2007. (Pubitemid 47348232)
41. L. Cheng, "Non-invasive electrical imaging of the heartl," Ph.D. dissertation, Univ. of Auckland, New Zealand, 2001.
42. F. Dawoud, G. S. Wagner, G. Moody, and B. M. Horacek, "Using inverse electrocardiography to image myocardial infarction -reflection on the PhysioNet/Computers in Cardiology Challenge 2007," J. Electrocardiol., vol. 41, pp. 630-635, 2008.
43. M. S. Spach, R. C. Barr, C. F. Lanning, and P. C. Tucek, "Origin of body surface qrs and t wave potentials from epicardial potential distributions in the intact chimpanzee," Circulation, vol. 55, no. 2, pp. 268-278, 1977. (Pubitemid 8031063)
44. M. S. Spach, R. C. Barr, and C. F. Lanning, "Experimental basis for qrs and t wave potentials in the wpw syndrome: The relation of epicardial to body surface potential distributions in the intact chimpanzee," Circ. Res., vol. 42, no. 1, pp. 103-118, 1978. (Pubitemid 8264416)
45. B. M. Jackson, L. M. Parish, J. H. Gorman, Y. Enomoto, H. Sakamoto, T. Plappert, M. G. S. J. Sutton, I. Salgo, and R. C. Gorman, "Borderzone geometry after acute myocardial infarction: A three-dimensional contrast enhanced echocardiographic study," Ann. Thoracic Surg., vol. 80, pp. 2250-2256, 2005.
46. N. Trayanova, "Defibrillation of the heart: Insights into mechanisms from modeling studies," Exp. Physiol., vol. 91, no. 2, pp. 323-337, 2006. (Pubitemid 43356959)