Shape modeling of the multiobject organ heart

Proceedings of the IASTED International Conference on Biomedical Engineering

Volumn , Issue , 2004, Pages 157-160

  Pilgram, Roland ^a   Fritscher, Karl ^a   Fletcher, Tom ^b   Schubert, Rainer ^a  

^a UNIVERSITY FOR HEALTH SCIENCES   (Austria)

^b UNIVERSITY OF NORTH CAROLINA   (United States)

Author keywords

Cardiac Image Analysis; Cardiac Modeling; Medial Representation; Multi Objects; Statistical Shape Analysis

Indexed keywords

AUTOMATION; DISEASE CONTROL; ELECTROCARDIOGRAPHY; FINITE ELEMENT METHOD; IMAGE ANALYSIS; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; MEDICAL IMAGING; PRINCIPAL COMPONENT ANALYSIS;

CARDIAC IMAGE ANALYSIS; CARDIAC MODELING; MEDIAL REPRESENTATION; MULTI OBJECTS; STATISTICAL SHAPE ANALYSIS;

BIOLOGICAL ORGANS;

EID: 11144345041     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. D. Terzopoulos and D. Metaxas, "Dynamic 3D models with local and global deformation: deformable superquadratics," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 13, pp. 703-714, 1991.
2. T. F. Cootes, A. Hill, C. J. Taylor, and J. Haslam, "The use of active shape models for locating structures in medical images," in Information Processing in Medical Imaging, H. H. Barret and A. F. Gmitro, Eds. Heidelberg: Springer-Verlag, 1993, pp. 33-47.
3. A. P. Fordy and J. C. Wood, Harmonic Maps and Integrable Systems, Aspects of Mathematics, vol. E23. Braunschweig/Wiesbaden: Vieweg, 1994.
4. P. Horkaew and G. Yang, "Optimal Deformable Surface Models for 3D Medical Image analysis," presented at IPMI, 2003.
5. R. H. Davies, C. J. Twining, T. F. Cootes, J. C. Waterton, and C. J. Taylor, "A minimum description length approach to statistical shape modeling," IEEE Trans Med Imaging, vol. 21, pp. 525-37, 2002.
6. A. F. Frangi, D. Rueckert, J. A. Schnabel, and W. J. Niessen, "Automatic construction of multiple-object three-dimensional statistical shape models: application to cardiac modeling," IEEE Trans Med Imaging, vol. 21, pp. 1151-66, 2002.
7. S. Joshi, S. Pizer, P. T. Fletcher, P. Yushkevich, A. Thall, and J. S. Marron, "Multiscale deformable model segmentation and statistical shape analysis using medial descriptions," IEEE Trans Med Imaging, vol. 21, pp. 538-50, 2002.
8. H. D. Tagare, "Shape-based nonrigid correspondence with application to heart motion analysis," IEEE Trans Med Imaging, vol. 18, pp. 570-9, 1999.
9. A. F. Frangi, W. J. Niessen, and M. A. Viergever, "Three-dimensional modeling for functional analysis of cardiac images: a review," IEEE Trans Med Imaging, vol. 20, pp. 2-25, 2001.
10. S. M. Pizer, D. S. Fritsch, P. A. Yushkevich, V. E. Johnson, and E. L. Chaney, "Segmentation, registration, and measurement of shape variation via image object shape," IEEE Trans Med Imaging, vol. 18, pp. 851-65, 1999.
11. P. T. Fletcher, S. Joshi, C. Lu, and S. Pizer, "Gaussian Distribution on Lie Groups and their application to Statistical Shape Analysis," presented at IPMI, 2003.
12. M. E. Shenton, G. Gerig, R. W. McCarley, G. Szekely, and R. Kikinis, "Amygdala-hippocampal shape differences in schizophrenia: the application of 3D shape models to volumetric MR data," Psychiatry Res, vol. 115, pp. 15-35, 2002.
13. M. Styner, G. Gerig, J. Lieberman, D. Jones, and D. Weinberger, "Statistical shape analysis of neuroanatomical structures based on medial models," Med Image Anal, vol. 7, pp. 207-20, 2003.
14. P. T. Fletcher, C. Lu, and S. Joshi, "Statistics of Shape via Principal Geodesci Analysis on Lie Groups," CVPR, 2003.