Segmentation of 4D cardiac images: Investigation on statistical shape models

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2006, Pages 3086-3089

  Renno, Markus S ^b   Shang, Yan ^c,d   Sweeney, James ^b   Dössel, Olaf ^a,c  

^a IEEE   (Germany)

^b Arizona State University   (United States)

^c UNIVERSITY OF KARLSRUHE   (Germany)

^d TSINGHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

4D CARDIAC IMAGES; ACTIVE SHAPE MODELS (ASM); GRADIENT VECTOR FLOW (GVF); STATISTICAL SHAPE MODELS;

CARDIOLOGY; DATA ACQUISITION; DATA REDUCTION; IMAGE ANALYSIS; MATHEMATICAL MODELS; SOFTWARE ENGINEERING; STATISTICAL METHODS;

IMAGE SEGMENTATION;

ARTICLE; AUDIOVISUAL EQUIPMENT; BIOLOGICAL MODEL; BIOMEDICAL ENGINEERING; COMPUTER PROGRAM; HEART; HISTOLOGY; HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL MODEL; STATISTICS; THREE DIMENSIONAL IMAGING;

BIOMEDICAL ENGINEERING; HEART; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; MODELS, ANATOMIC; MODELS, CARDIOVASCULAR; MODELS, STATISTICAL; PRINCIPAL COMPONENT ANALYSIS; SOFTWARE;

EID: 34047118236     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2006.259289     Document Type: Conference Paper

References (14)

1. A Frangi, et al. "Three-Dimensional Modeling for Functional Analysis of Cardiac Images: A Review." IEEE Transactions on Medical Imaging, vol. 20, no. 1. January, 2001.
2. Nils Busch. F. B. Sachse and C. D. Werner, eds. "Segmentation klinischer vierdimensionaler magnetresonanztomographischer Aufnahmen mittels Aktiver Kontur Modelle und haptischer Interaktion." Institut für Biomedizinische Technik, Universität Karlsruhe, Diploma Thesis, 1998.
3. Peter Zerfass. F. B. Sachse and C. D. Werner, eds. "Interaktive Deformation von Dreiecksnetzen zur Segmentation tomographischer Aufnahmen." Institut für Biomedizinische Technik, Universität Karlsruhe, Diploma Thesis, 2000.
4. S. Silbernagl and A. Despopoulos. Taschenatlas der Physiologie. Georg Thieme Verlag, Stuttgart/New York: 2001.
5. C. H. Lorenz, et al. "Normal human right and left ventricular mass, systolic function, and gender differences by cine magnetic resonance imaging." Journal of Cardiovascular Magnetic Resonance, vol. 1, no. 1. January, 1999: pp. 7-21.
6. nd ed, A. E. Weyman, Ed. Lea and Febiger Philadelphia, PA: 1994.
7. T.F. Cootes, et al. "Active Shape Models - Their Training and Application." Computer Vision and Image Understanding, vol. 61, no. 1. January, 1995: pp. 38-59.
8. C Xu and J Prince. "Snakes, Shapes, and Gradient Vector Flow." IEEE Transactions on Medical Image Processing, vol. 7, no. 3. March, 1998.
9. Rong Liu. Y. Shang and F. B. Sachse, eds. "3D Active Surfaces for Segmentation of Medical Image Data: Assessment of Different Image Forces." Institut für Biomedizinische Technik, Universität Karlsruhe, Diploma Thesis, 2003.
10. Y Shang and O Dössel. "Landmarking Method of 3D Surface Models for Construction of 4D Cardiac Shape Model." Biomedizinische Technik, vol. 48-1. September, 2003: pp 124-125.
11. Kitware, Inc. (n.d.) The Visualization Toolkit. Retrieved July 27, 2005, from http://www.vtk.org.
12. R. A. Johnson and D. W. Wichern. Multivariate Statistics, A Practical Approach. Chapman & Hall, London/New York: 1998.
13. Y. Shang and O. Dössel. "Statistical 3D Shape-Model Guided Segmentation of Cardiac Images." Proceedings Computers in Cardiology. Chicago: October, 2004.
14. Y. Shang and O. Dössei. "Construction of Cardiac Anatomical Models Using Deformable Model Methods." Bildverarbeitung für die Medizin 2004. Berlin: February, 2004.