Simultaneous 3-D segmentation of three bone compartments on high resolution knee MR images from osteoarthritis initiative (OAI) using graph cuts

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

Volumn 7259, Issue , 2009, Pages

  Shim, Hackjoon ^a   Kwoh, C Kent ^c   Yun, Il Dong ^d   Lee, Sang Uk ^a   Bae, Kyongtae ^b  

^a Seoul National University   (South Korea)

^b UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^c UNIVERSITY OF PITTSBURGH   (United States)

^d Hankuk University of Foreign Studies   (South Korea)

Author keywords

Graph cuts; Knee bone; MR images; Osteoarthritis; Segmentation

Indexed keywords

3D SEGMENTATION; AXIAL PLANES; BOUNDARY DELINEATION; BOUNDARY PROPERTY; GRAPH CUT; GRAPH CUTS; HIGH RESOLUTION; KNEE JOINT; MANUAL SEGMENTATION; MORPHOLOGIC ANALYSIS; MR IMAGES; OPTIMAL SEGMENTATION; QUANTITATIVE MEASUREMENT; SEGMENTATION METHODS; SEGMENTATION PROCESSING; SEMI-AUTOMATED;

BONE; CARTILAGE; COMPUTATIONAL EFFICIENCY; IMAGE PROCESSING; IMAGING SYSTEMS; JOINTS (ANATOMY); LIGAMENTS; MEDICAL IMAGING; PHOTOLITHOGRAPHY; SEED;

THREE DIMENSIONAL;

EID: 71649101789     PISSN: 16057422     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.812487     Document Type: Conference Paper

References (23)

1. Felson D. T. and Zhang Y., "An update on the epidemiology of knee and hip osteoarthritis with a view to prevention," Arthritis and Rheumatism 41(8), 1343-1355 (1998).
2. Dunlop D. D., Manheim L. M. , Yelin E. H., Song J., and Chang R.W., "The costs of arthritis," Arthritis and Rheumatism 49(1), 101-113 (2003)
3. Guccione A. A,, Felson D. T., Anderson J. J., Anthony J. M., Zhang Y., Wilson P. W., et al., "The effects of specific medical conditions on the functional limitations of elders in the Framingham Study," American Journal of Public Health 84(3), 351-358 (1994).
4. Felson D. T., Lawrence R. C., Hochberg M. C., McAlindon T., Dieppe P. A., Minor M. A., et al., "Osteoarthritis: new insights. Part 2: treatment approaches," Annals of Internal Medicine 133(9), 726-737 (2000).
5. Bagge E., Bjelle A., Valkenburg H. A., and Svanborg A., "Prevalence of radiographic osteoarthritis in two elderly European populations," Rheumatology International 12(1), 33-38 (1992).
6. van Saase J. L., van Romunde L. K., Cats A., Vandenbroucke J. P., and Valkenburg H. A., "Epidemiology of osteoarthritis: Zoetermeer survey. Comparison of radiological osteoarthritis in a Dutch population with that in 10 other populations," Annals of Rheumatic Diseases 48(4), 271-280 (1989).
7. Brandt K. D., Fife R. S., Braunstein E. M., and Katz B., "Radiographic grading of the severity of knee osteoarthritis: relation of the Kellgren and Lawrence grade to a grade based on joint space narrowing, and correlation with arthroscopic evidence of articular cartilage degeneration," Arthritis and Rheumatism 34(11), 1381-1386 (1991).
8. Altman R. D., Fries J. F., Bloch D. A., Carstens J., Cooke T. D., Genant H., et al., "Radiographic assessment of progression in osteoarthritis, " Arthritis and Rheumatism 30(11), 1214-1225 (1987).
9. Cicuttini F., Hankin J., Jones G., and Wluka A., "Comparison of conventional standing knee radiographs and magnetic resonance imaging in assessing progression of tibio-femoral joint osteoarthritis," Osteoarthritis Cartilage 13(8), 722-727 (2005).
10. Graichen H., von Eisenhart-Rothe R., Vogl T., Englmeier K. H., and Eckstein F., "Quantitative assessment of cartilage status in osteoarthritis by quantitative magnetic resonance imaging: technical validation for use in analysis of cartilage volume and further morphologic parameters," Arthritis and Rheumatism 50(3), 811-816 (2004).
11. Eckstein F., Hudelmaier M., Wirth W., Kiefer B., Jackson R., Yu J., et al., "Double echo steady state magnetic resonance imaging of knee articular cartilage at 3 Tesla: a pilot study for the Osteoarthritis Initiative," Annals of Rheumatic Diseases 65(4), 433-441 (2006).
12. Recht M. P., Kramer J., Marcelis S., Pathria M. N., Trudell D., Haghighi P., et al., "Abnormalities of articular cartilage in the knee: analysis of available MR techniques," Radiology 187(2), 473-478 (1993).
13. Felson D. T., Chaisson C. E., Hill C. L., Totterman S. M., Gale M. E., Skinner K. M., et al., "The association of bone marrow lesions with pain in knee osteoarthritis," Annals of Internal Medicine 134(7), 541-549 (2001).
14. Felson D. T., McLaughlin S., Goggins J., LaValley M. P., Gale M. E., Totterman S,. et al., "Bone marrow edema and its relation to progression of knee osteoarthritis," Annals of Internal Medicine 139(5 Pt 1), 330-336 (2003).
15. Link T. M., Steinbach L. S., Ghosh S., Ries M., Lu Y., Lane N., et al., "Osteoarthritis: MR imaging findings in different stages of disease and correlation with clinical findings," Radiology 226(2), 373-381 (2003).
16. Dardzinski B. J., Mosher T. J., Li S., Van Slyke M. A., and Smith M. B., "Spatial variation of T2 in human articular cartilage," Radiology 205(2), 546-550 (1997).
17. Mosher T. J., Smith H., Dardzinski B. J., Schmithorst V. J., and Smith M. B., "MR imaging and T2 mapping of femoral cartilage: in vivo determination of the magic angle effect," American Journal of Roentgenology 177(3) 665-669 (2001).
18. Bashir A., Gray M. L., Boutin R. D., and Burstein D., "Glycosaminoglycan in articular cartilage: in vivo assessment with delayed Gd(DTPA)(2-)-enhanced MR imaging," Radiology 205(2), 551-558(1997).
19. Bashir A., Gray M. L., and Burstein D., "Gd-DTPA2- as a measure of cartilage degradation," Magnetic Resonance in Medicine 36(5), 665-673 (1996).
20. Li X., Han E. T., Ma C. B., Link T. M. , Newitt D. C., and Majumdar S., "In vivo 3T spiral imaging based multislice T(1rho) mapping of knee cartilage in osteoarthritis," Magnetic Resonance in Medicine 54(4), 929-936 (2005).
21. Miller K. L., Hargreaves B. A., Gold G. E., and Pauly J. M., "Steady-state diffusion-weighted imaging of in vivo knee cartilage," Magnetic Resonance in Medicine 51(2), 394-398 (2004).
22. Boykov Y. and Funka-Lea G., "Graph cuts and efficient N-D images segmentation," International Journal of Computer Vision, 70(2), 109-131 (2006).
23. Boykov Y. and Jolly M. P., "Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images," International Conference on Computer Vision, 105-112 (2001).