Semi-automatic knee cartilage segmentation

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 6144 II, Issue , 2006, Pages

  Dam, Erik B ^a   Folkesson, Jenny ^a   Pettersen, Paola C ^b   Christiansen, Claus ^b  

^a IT UNIVERSITY OF COPENHAGEN   (Denmark)

^b CENTER FOR CLINICAL AND BASIC RESEARCH   (Denmark)

Author keywords

Cartilage; Interactive; Magnetic Resonance; Osteo Arthritis; Segmentation

Indexed keywords

DIAGNOSIS; DISEASE CONTROL; IMAGE SEGMENTATION; JOINTS (ANATOMY); MAGNETIC RESONANCE IMAGING; MEDICAL PROBLEMS;

INTERACTIVE; OSTEO-ARTHRITIS; SEGMENTATION;

CARTILAGE;

EID: 33745165263     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.653099     Document Type: Conference Paper

References (29)

1. Cootes, Edwards, and Taylor, "Active appearance model," IEEE Trans. on Pattern Recognition and Machine Intelligence, 2001.
2. S. Pizer, D. Fritsch, P. Yushkevich, V. Johnson, and E. Chaney, "Segmentation, registration, and measurement of shape variation via image object shape," IEEE Transactions on Medical Imaging 18(10), 1996.
3. N. Moon, E. Bullitt, K. van Leemput, and G. Gerig, "Automatic brain and tumor segmentation," in MICCAI, LNCS, 2002.
4. M. de Bruijne and M. Nielsen, "Shape particle filtering for image segmentation," in MICCAI, LNCS, Springer, 2004.
5. M. de Bruijne et al., "Interactive segmentation of abdominal aortic aneurysms in cta images," Medical Image Analysis 8(2), pp. 127-138, 2004.
6. M. Kass, A. Witkin, and D. Terzopoulos, "Snakes: Active contour models," Int. Journal of Computer Vision, pp. 321-331, 1988.
7. L. Dice, "Measures of the amount of ecologic association between species," Ecology 26, 1945.
8. V. Grau, A. U. J. Mewes, M. Alcaniz, R. Kikinis, and S. K. Warfield, "Improved watershed transform for medical image segmentation using prior information," IEEE Trans. of Medical Imaging 23(4), 2004.
9. S. K. Pakin, J. G. Tamez-Pena, S. Totterman, and K. J. Parker, "Segmentation, surface extraction and thickness computation of articular cartilage," in SPIE, Medical Imaging, 4684, pp. 155-166, 2002.
10. J. G. Tamez-Pena, M. Barbu-McInnis, and S. Totterman, "Knee cartilage extraction and bone-cartilage interface analysis from 3d mri data sets," in SPIE, Medical Imaging, 5370, 2004.
11. K. Li, S. Millington, X. Wu, D. Z. Chen, and M. Sonka, "Simultaneous segmentation of multiple closed surfaces using optimal graph searching," in Information Processing in Medical Imaging: 19th International Conference, LNCS 3565, Springer, 2005.
12. T. Stammberger, F. Eckstein, M. Michaelis, K.-H. Englmeier, and M. Reiser, "Interobserver reproducibility of quantitative cartilage measurements: Comparison of b-spline snakes and manual segmentation," Magnetic Resonance Imaging 17(7), 1999.
13. J. A. Lynch, S. Zaim, J. Zhao, A. Stork, C. G. Peterfy, and H. K. Genant, "Automatic measurement of subtle changes in articular cartilage from mri of the knee by combining 3d image registration and segmentation," in SPIE, Medical Imaging, 4322, 2001.
14. O. Muensterer, F. Eckstein, D. Hahn, and R. Putz, "Computer-aided three dimensional assessment of knee-joint cartilage with magnetic resonance imaging," Clinical Biomechanics 11(5), 1996.
15. H. Graichen, R. V. Eisenhart-Rothe, T. Vogl, K.-H. Englmeier, and F. Eckstein, "Quantitative' assessment of cartilage status in osteoarthritis by quantitative magnetic resonance imaging," Arthritis and Rheumatism 50(3), 2004.
16. J.-L. Drape, E. Pessis, G.-R. Auleley, A. Chevrot, and M. D. X. Ayral, "Quantitative mr imaging evaluation of chondropathy in osteoarthritic knees," Radiology 208, 1998.
17. D. Loeuille, P. Olivier, D. Mainard, P. Gillet, P. Netter, and A. Blum, "Magnetic resonance imaging of normal and osteoarthritic cartilage," Arthritis and Rheumatism 41(6), 1998.
18. T. Dunn, Y. Lu, H. Jin, M. Ries, and S. Majumdar, "T2 relaxation time of cartilage at mr imaging: comparison with severity of knee osteoarthritis," Radiology 232(2), 2004.
19. L. Kamibayashi, U. Wyss, T. Cooke, and B. Zee, "Changes in mean trabecular orientation in the medial condyle of the proximal tibia in osteoarthritis," Calcif Tissue Int. 57(1), 1995.
20. J. Kellgren and J. Lawrence, "Radiological assessment of osteo-arthrosis," Ann Rheum Dis 16(4), 1957.
21. J. Folkesson, E. B. Dam, P. C. Pettersen, M. Nielsen, O. F. Olsen, and C. Christiansen, "Locating articular cartilage in mr images," in Medical Imaging 2005: Image Processing. Proceedings of the SPIE, 2005.
22. S. Arya, D. Mount, N. Netanyahu, R. Silverman, and A. Wu, "An optimal algorithm for approximate nearest neighbor searching in fixed dimensions," in ACM-SIAM. Discrete Algorithms, (5), 1994.
23. E. Dam, P. Johansen, O. F. Olsen, A. Thomsen, T. Darvann, A. B. Dobrzeniecki, N. V. Hermann, N. Kitai, S. Kreiborg, P. Larsen, and M. Nielsen, "Interactive multi-scale segmentation in clinical use," in European Congress of Radiology 2000, March 2000.
24. E. B. Dam, Committing Medical Image Analysis. PhD thesis, IT University of Copenhagen, 2003. ISSN 1602-3536, ISBN 87-7949-044-1.
25. J. Folkesson, E. B. Dam, O. F. Olsen, P. Pettersen, and C. Christiansen, "Automatic segmentation of the articular cartilage in knee mri using a hierarchical multiclass classification scheme," in Proceedings of MICCAI 2005, 2005.
26. J. Folkesson, O. F. Olsen, E. B. Dam, P. C. Pettersen, and C. Christiansen, "Combining binary classifiers for automatic cartilage segmentation in knee mri," in ICCV, Computer Vision for Biomedical Image Applications: Current Techniques and Future Trends, 2005.
27. Dam, F. Olsen, Johansen, Lillholm, Nielsen, and Thomson, "Nabla vision," 2000-2005. http://www.itu.dk/image/appl/nablavision.
28. M. Letteboer, O. F. Olsen, E. B. Dam, P. Willems, M. Viergever, and W. Niessen, "Segmentation of tumors in mr brain images using an interactive multi-scale watershed algorithm," Academic Radiology, 2004. Online at http://authors.elsevier.com/sd/article/S1076633204003484.
29. E. B. Dam, M. Loog, and M. Letteboer, "Integrating automatic and interactive brain tumor segmentation," in International Conference on Pattern Recognition, 2004.