Coupled deformable models with spatially varying features for quantitative assessment of left ventricular function from cardiac MRI

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5032 II, Issue , 2003, Pages 1243-1253

  Meetz, Kirsten ^a   Von Berg, Jens ^a   Netsch, Thomas ^a   Pekar, Vladimir ^a   Lobregt, Steven ^b   Truyen, Roel ^b   Siers, Miriam ^c   Niessen, Wiro ^c   Kaus, Michael R ^a  

^a PHILIPS RESEARCH LABORATORIES   (Germany)

^b PHILIPS HEALTHCARE   (United States)

^c UNIVERSITY MEDICAL CENTER UTRECHT   (Netherlands)

Author keywords

Cardiac MRI; Modeling; Segmentation

Indexed keywords

CARDIOLOGY; IMAGE SEGMENTATION; MAGNETIC RESONANCE IMAGING; MATHEMATICAL MODELS; STATISTICAL METHODS;

MANUAL SEGMENTATION;

MEDICAL IMAGING;

EID: 0042422004     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.481352     Document Type: Conference Paper

References (15)

1. T. Cooles, G.J. Edwards, C.J. Taylor. "Active appearance models". In European Conference on Computer Vision 1998, 2, pp 383-398, 1998.
2. T. Cooles, C.J. Taylor, D. Cooper, J. Graham. "Active shape models - their training and application". In Computer Vision and Image Understanding 1995 61(1), pp 38-59, 1995.
3. A.F. Frangi, W.J. Niessen, M.A. Viergever. "Three-dimensional modeling for functional analysis of cardiac images. A review". In IEEE Transactions on Medical Imaging, 2001, 20(1), pp 26-35, 2001.
4. D. Geiger, A.Gupta. L. A. Costa, J. Vlontzos. "Dynamic programming for detecting, tracking, and matching deformable contours". In IEEE Transactions on Medical Imaging, 1995, 17, pp. 294-302, 1995.
5. W.E. Higgins, M.Chung, E.L. Hitman. "Extraction of left-ventricular chamber from 3-D CT images of the heart". In IEEE Transactions on Medical Imaging 1990, 9, pp 384-395, 1990
6. th International Conference on Computer Vision 2001, pp 566-572, Vancouver, Canada, 2001.
7. M. Lorenzo-Valdes. G.L Sanchez-Ortiz, R. Mohiaddin, D. Rueckert. "Atlas-based segmentation and tracking of 3D cardiac MR images using non-rigid registration". In Medical Image Computing and Computer-Assisted Intervention 2002. pp 642-650, Tokyo, Japan 2002.
8. T. McInerney and D. Terzopoulos. "Deformable models in medical image analysis: A survey". In Medical Image Analysis 1(2), pp.91-108, 1996.
9. S.C.Mitchell, B.P.F. Lelieveldt, R. J. van der Geest, E.G. Bosch, J.H.C. Reiber, M. Sonka. "Multistage hybrid active appearance model matching: Segmentation of left and right ventricles in cardiac MR images". In IEEE Transactions on Medical Imaging 2001, 20(5), pp 415-423, 2001.
10. W.J. Niessen, B.M. ter Haar Romeny, M. Viergrever. "Geodesic deformable models for medical image analysis", In IEEE Transactions on Medical Imaging 1998, 17, pp 634-641, 1998.
11. V. Pekar, M.R. Kaus, C. Lorenz, S. Lobregt, R. Truyen, J. Weese. "Shape model based Adaptation of 3-D deformable meshes for segmentation of medical images." In Proceedings of SPIE Medical Imaging 2001, San Diego, USA, pp 281-289, 2001.
12. L.H. Staib, J.S. Duncan. "Model-based deformable surface finding for medical images." In IEEE Transactions on Medical Imaging 1996, 15, pp 720-302. 1996.
13. J.S. Suri."Computer vision, pattern recognition and image processing in the left ventricle segmentation: The last 50 years". In Pattern Analysis and Applications, 3(3), pp 209-242, 2002.
14. J. Weese, M. Kaus, C. Lorenz, S. Lobregt, R. Truyen, V. Pekar. "Shape constrained deformable models for 3D medical image segmentation. In Information Processing in Medical Imaging 2001, pp. 380-387, Davis, CA, USA, 2001.
15. J. Weng, A. Singh, M.Y. Chiu. "Learning -based ventricle detection from cardiac MR and CT images". In IEEE Transactions on Medical Imaging1997,16, pp 378-391, 1997.