The cardiac atlas project: Preliminary description of heart shape in patients with myocardial infarction

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

Volumn 6364 LNCS, Issue , 2010, Pages 46-53

  Medrano Gracia, Pau ^a   Cowan, Brett R ^a   Finn, J Paul ^b   Fonseca, Carissa G ^b   Kadish, Alan H ^c   Lee, Dan C ^c   Tao, Wenchao ^b   Young, Alistair A ^a  

^a UNIVERSITY OF AUCKLAND   (New Zealand)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c Northwestern Memorial Institute   (United States)

Author keywords

Cardiac Magnetic Resonance Imaging (MRI); Finite Element Modeling; Principal Component Analysis; Statistical Shape Model

Indexed keywords

CARDIAC CYCLES; CARDIAC MAGNETIC RESONANCE IMAGING; CLINICAL APPLICATION; CLINICAL INDICES; CONTROL POINT; ENDOCARDIAL SURFACES; FINITE ELEMENT MODELING; FINITE ELEMENT MODELS; HEART DISEASE; HEART FUNCTION; MITRAL VALVES; MYOCARDIAL INFARCTION; PRINCIPAL COMPONENTS; SHAPE MODEL; STANDARDIZED PROCEDURE; STATISTICAL ANALYSIS; STATISTICAL CHARACTERIZATION; STATISTICAL SHAPE MODEL;

COMPUTER SIMULATION; ELECTROPHYSIOLOGY; FINITE ELEMENT METHOD; HEART; MAGNETIC RESONANCE IMAGING; RESONANCE; STATISTICS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 78049391853     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15835-3_5     Document Type: Conference Paper

References (16)

1. Augenstein, K., Young, A.: Finite element modeling for three-dimensional motion reconstruction and analysis. In: Measurement of Cardiac Deformations from MRI: Physical and Mathematical Models, pp. 37-58 (2001)
2. Cardoso, J.: High-order contrasts for independent component analysis. Neural computation 11(1), 157-192 (1999)
3. Frangi, A., Niessen, W., Viergever, M.: Three-dimensional modeling for functional analysis of cardiac images: A review. IEEE Transactions on medical imaging 20(1), 2-5 (2001)
4. Frangi, A., Rueckert, D., Schnabel, J., Niessen, W.: Automatic construction of multiple-object three-dimensional statistical shape models: Application to cardiac modeling. IEEE Transactions on Medical Imaging 21(9), 1151-1166 (2002)
5. Kadish, A., Bello, D., Finn, J., Bonow, R., Schaechter, A., Subacius, H., Albert, C., Daubert, J., Fonseca, C., Goldberger, J.: Rationale and design for the defibrillators to reduce risk by magnetic resonance imaging evaluation (DETERMINE) trial. Journal of Cardiovascular Electrophysiology 20(9), 982-987 (2009)
6. Lam, H., Cowan, B., Nash, M., Young, A.: Interactive biventricular modeling tools for clinical cardiac image analysis. Journal of Cardiovascular Magnetic Resonance 12 (suppl. 1), 248 (2010)
7. Lötjönen, J., Koikkalainen, J., Smutek, D., Kivistö, S., Lauerma, K.: Four-chamber 3-D statistical shape model from cardiac short-axis and long-axis MR images. In: Ellis, R. E., Peters, T. M. (eds.) MICCAI 2003. LNCS, vol. 2878, pp. 459-466. Springer, Heidelberg (2003)
8. Mansi, T., Durrleman, S., Bernhardt, B., Sermesant, M., Delingette, H., Voigt, I., Lurz, P., Taylor, A., Blanc, J., Boudjemline, Y., et al.: A Statistical Model of Right Ventricle in Tetralogy of Fallot for Prediction of Remodelling and Therapy Planning. In: Yang, G.-Z., Hawkes, D., Rueckert, D., Noble, A., Taylor, C. (eds.) MICCAI 2009. LNCS, vol. 5761, pp. 214-221. Springer, Heidelberg (2009)
9. Nielsen, P.: The anatomy of the heart: a finite element model. PhD Thesis-University of Auckland (1987)
10. Ordas, S., Oubel, E., Leta, R., Carreras, F., Frangi, A.: A statistical shape model of the heart and its application to model-based segmentation. In: Proc. SPIE Medical Imaging, San Diego, CA, USA, vol. 6511 (2007)
11. Papademetris, X., Sinusas, A., Dione, D., Constable, R., Duncan, J.: Estimation of 3-D left ventricular deformation from medical images using biomechanical models. IEEE Transactions on Medical Imaging 21(7), 786-800 (2002)
12. Remme, E., Young, A., Augenstein, K., Cowan, B., Hunter, P.: Extraction and quantification of left ventricular deformation modes. IEEE Transactions on Biomedical Engineering 51(11), 1923-1931 (2004)
13. Young, A., Cowan, B., Thrupp, S., Hedley, W., Dell'Italia, L.: Left Ventricular Mass and Volume: Fast Calculation with Guide-Point Modeling on MR Images. Radiology 216(2), 597 (2000)
14. Young, A., Frangi, A.: Computational cardiac atlases: from patient to population and back. Experimental Physiology 94(5), 578 (2009)
15. Zito, T., Wilbert, N., Wiskott, L., Berkes, P.: Modular toolkit for Data Processing (MDP): a Python data processing framework. Frontiers in neuroinformatics, 2 (2008)
16. Uzümcü, M., Frangi, A., Sonka, M., Reiber, J., Lelieveldt, B.: ICA vs. PCA active appearance models: Application to cardiac MR segmentation. In: Ellis, R. E., Peters, T. M. (eds.) MICCAI 2003. LNCS, vol. 2878, pp. 451-458. Springer, Heidelberg (2003)