An automatic data assimilation framework for patient-specific myocardial mechanical parameter estimation

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

Volumn 6666 LNCS, Issue , 2011, Pages 392-400

  Xi, Jiahe ^a,b   Lamata, Pablo ^a,b   Shi, Wenzhe ^c   Niederer, Steven ^a,b   Land, Sander ^a,b   Rueckert, Daniel ^c   Duckett, Simon G ^b   Shetty, Anoop K ^b   Rinaldi, C Aldo ^b   Razavi, Reza ^b   Smith, Nic ^a,b  

^a UNIVERSITY OF OXFORD   (United Kingdom)

^b KING'S COLLEGE LONDON   (United Kingdom)

^c IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CAVITY PRESSURE; CINE-MRI; CLINICAL DATA; CONSTITUTIVE PARAMETERS; DATA ASSIMILATION; DISPLACEMENT FIELD; END-DIASTOLIC; HEART FAILURE; LEFT VENTRICULAR; LOADING CONDITION; MECHANICAL PARAMETERS; PATIENT CASE; TAGGED MAGNETIC RESONANCE; TAGGED MRI;

BLOOD PRESSURE; DATA PROCESSING; MAGNETIC RESONANCE; PARAMETER ESTIMATION; THREE DIMENSIONAL;

MAGNETIC RESONANCE IMAGING;

EID: 79957649066     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21028-0_50     Document Type: Conference Paper

References (17)

1. Abraham, T., Lardo, A., Kass, D.: Myocardial Dyssynchrony and Resynchronization. Heart Failure Clinics 2(2), 179-192 (2006) (Pubitemid 43825824)
2. Augenstein, K., Cowan, B., LeGrice, I., Nielsen, P., Young, A.: Method and apparatus for soft tissue material parameter estimation using tissue tagged Magnetic Resonance Imaging. Journal of Biomechanical Engineering 127, 148 (2005)
3. Chandrashekara, R., Mohiaddin, R., Rueckert, D.: Analysis of 3-D myocardial motion in tagged MR images using nonrigid image registration. IEEE Transactions on Medical Imaging 23(10), 1245-1250 (2004)
4. Guccione, J., McCulloch, A., Waldman, L.: Passive material properties of intact ventricular myocardium determined from a cylindrical model. Journal of Biomechanical Engineering 113, 42-55 (1991)
5. Lamata, P., Niederer, S., Barber, D., Norsletten, D., Lee, J., Hose, R., Smith, N.: Personalization of cubic hermite meshes for efficient biomechanical simulations. In: Jiang, T., Navab, N., Pluim, J.P.W., Viergever, M.A. (eds.) MICCAI 2010. LNCS, vol. 6362, pp. 380-387. Springer, Heidelberg (2010)
6. Land, S., Niederer, S., Smith, N.: Efficient computational methods for strongly coupled cardiac electromechanics. In: IEEE Transactions on Bio-medical Engineering (2011) (in press)
7. Niederer, S., Plank, G., Chinchapatnam, P., Ginks, M., Lamata, P., Rhode, K., Rinaldi, C., Razavi, R., Smith, N.: Length-dependent tension in the failing heart and the efficacy of cardiac resynchronization therapy. Cardiovascular Research (2010)
8. Nordsletten, D., Kay, D., Smith, N.: A non-conforming monolithic finite element method for problems of coupled mechanics. Journal of Computational Physics (2010)
9. Omens, J., MacKenna, D., McCulloch, A.: Measurement of strain and analysis of stress in resting rat left ventricular myocardium. Journal of Biomechanics 26(6), 665-676 (1993) (Pubitemid 23162355)
10. Rueckert, D., Sonoda, L., Hayes, C., Hill, D., Leach, M., Hawkes, D.: Nonrigid registration using free-form deformations: Application to breast MR images. IEEE Transactions on Medical Imaging 18(8), 712-721 (1999) (Pubitemid 32262025)
11. Sermesant, M., Moireau, P., Camara, O., Sainte-Marie, J., Andriantsimiavona, R., Cimrman, R., Hill, D.L.G., Chapelle, D., Razavi, R.S.: Cardiac function estimation from MRI using a heart model and data assimilation: Advances and difficulties. In: Frangi, A.F., Radeva, P., Santos, A., Hernandez, M. (eds.) FIMH 2005. LNCS, vol. 3504, pp. 325-337. Springer, Heidelberg (2005) (Pubitemid 41322411)
12. Smith, N., Nickerson, D., Crampin, E., Hunter, P.: Multiscale computational modelling of the heart. Acta Numerica, 371-431 (2004) (Pubitemid 38773596)
13. Usyk, T., Mazhari, R., McCulloch, A.: Effect of laminar orthotropic myofiber architecture on regional stress and strain in the canine left ventricle. Journal of Elasticity 61(1), 143-164 (2000) (Pubitemid 32723827)
14. Wang, J., Nagueh, S.: Current perspectives on cardiac function in patients with diastolic heart failure. Circulation 119(8), 1146 (2009)
15. Wang, L., Wong, K., Zhang, H., Liu, H., Shi, P.: A Statistical Physiological-Model- Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data. Statistical Atlases and Computational Models of the Heart, 261-269 (2010a)
16. Wang, V., Lam, H., Ennis, D., Cowan, B., Young, A., Nash, M.: Modelling passive diastolic mechanics with quantitative MRI of cardiac structure and function. Medical Image Analysis 13(5), 773-784 (2009)
17. Wang, V., Lam, H., Ennis, D., Cowan, B., Young, A., Nash, M.: Cardiac Active Contraction Parameters Estimated from Magnetic Resonance Imaging. Statistical Atlases and Computational Models of the Heart, 194-203 (2010b)