Cardiac mechanical parameter calibration based on the unscented transform

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7511 LNCS, Issue , 2012, Pages 41-48

  Marchesseau, Stéphanie ^a   Delingette, Hervé ^a   Sermesant, Maxime ^a   Rhode, Kawal ^b   Duckett, Simon G ^b   Rinaldi, C Aldo ^b   Razavi, Reza ^b   Ayache, Nicholas ^a  

^a INRIA   (France)

^b ST THOMAS HOSPITAL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CALIBRATION; CHLORINE COMPOUNDS; ELECTROPHYSIOLOGY; HEART; ITERATIVE METHODS; MEDICAL COMPUTING; MEDICAL IMAGING; PATIENT TREATMENT; SENSITIVITY ANALYSIS;

AUTOMATIC CALIBRATION METHOD; CALIBRATION METHOD; CARDIAC MODELLING; ELECTROMECHANICAL MODELING; MEAN RELATIVE ERROR; MECHANICAL PARAMETERS; PRESSURE EVOLUTION; UNSCENTED TRANSFORM;

INVERSE PROBLEMS;

ALGORITHM; ARTICLE; BIOLOGICAL MODEL; BLOOD FLOW VELOCITY; BLOOD PRESSURE; CALIBRATION; COMPUTER SIMULATION; CORONARY ARTERY BLOOD FLOW; EXCITATION CONTRACTION COUPLING; HEART CONTRACTION; HEART MUSCLE CONDUCTION SYSTEM; HUMAN; PHYSIOLOGY;

ALGORITHMS; BLOOD FLOW VELOCITY; BLOOD PRESSURE; CALIBRATION; COMPUTER SIMULATION; CORONARY CIRCULATION; EXCITATION CONTRACTION COUPLING; HEART CONDUCTION SYSTEM; HUMANS; MODELS, CARDIOVASCULAR; MYOCARDIAL CONTRACTION;

EID: 84988844054     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33418-4_6     Document Type: Conference Paper

References (12)

1. Bestel, J., Clément, F., Sorine, M.: A Biomechanical Model of Muscle Contraction. In: Niessen, W.J., Viergever, M.A. (eds.) MICCAI 2001. LNCS, vol. 2208, pp. 1159–1161. Springer, Heidelberg (2001)
2. Bortone, A.S., Hess, O.M., Chiddo, A., Gaglione, A., Locuratolo, N., Caruso, G., Rizzon, P.: Functional and structural abnormalities in patients with dilated cardiomyopathy. J. Am. Coll. Cardiol. 14, 613–623 (1989)
3. Chapelle, D., Le Tallec, P., Moireau, P., Sorine, M.: An energy-preserving muscle tissue model: formulation and compatible discretizations. Int. J. MultiScale Comput. Eng. (IJMCE) 10(2), 189–211 (2012)
4. Hunter, P., Nash, M., Sands, G.: Computational electromechanics of the heart. In: Computational Biology of the Heart, pp. 345–407 (1997)
5. Huxley, A.: Muscle structure and theories of contraction. Progress in Biophysics and Biophysical Chemistry 7, 255 (1957)
6. Julier, S., Uhlmann, J.: A new extension of the Kalman filter to nonlinear systems. In: Int. Symp. Aerospace/Defense Sensing, Simul. and Controls., vol. 3, p. 26. Citeseer (1997)
7. Liu, H., Shi, P.: Maximum a posteriori strategy for the simultaneous motion and material property estimation of the heart. IEEE Trans. Biomed. Eng. 56(2), 378–389 (2009)
8. Moireau, P., Chapelle, D.: Reduced-order Unscented Kalman Filtering with application to parameter identification in large-dimensional systems. COCV 17, 380–405 (2011)
9. Stergiopulos, N., Westerhof, B., Westerhof, N.: Total arterial inertance as the fourth element of the windkessel model. Am. J. Phys (Heart and Circulatory Phys.) 276(1), H81 (1999)
10. Sundar, H., Davatzikos, C., Biros, G.: Biomechanically-Constrained 4D Estimation of Myocardial Motion. In: Yang, G.-Z., Hawkes, D., Rueckert, D., Noble, A., Taylor, C. (eds.) MICCAI 2009, Part II. LNCS, vol. 5762, pp. 257–265. Springer, Heidelberg (2009)
11. Wan, E., Van Der Merwe, R.: The unscented Kalman filter for nonlinear estimation. In: AS-SPCCS, pp. 153–158. IEEE (2000)
12. Xi, J., Lamata, P., Lee, J., Moireau, P., Chapelle, D., Smith, N.: Myocardial transversely isotropic material parameter estimation from in-silico measurements based on a reduced-order unscented Kalman filter. J. Mech. Behav. Biomed. Mater (JMBBM) 4, 1090–1102 (2011)