Statistical shape model-based femur kinematics from biplane fluoroscopy

IEEE Transactions on Medical Imaging

Volumn 31, Issue 8, 2012, Pages 1573-1583

  Baka, N ^a,b   De Bruijne, M ^a,c   Van Walsum, T ^a   Kaptein, B L ^b   Giphart, J E ^d   Schaap, M ^a   Niessen, W J ^a,e   Lelieveldt, B P F ^b,e  

^a ERASMUS MEDICAL CENTER   (Netherlands)

^b LEIDEN UNIVERSITY MEDICAL CENTER   (Netherlands)

^c UNIVERSITY OF COPENHAGEN   (Denmark)

^d STEADMAN PHILIPPON RESEARCH INSTITUTE   (United States)

^e DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

2D 3D reconstruction; 3D 2D nonrigid registration; Distal femur; knee; shape reconstruction; statistical shape model (SSM)

Indexed keywords

DISTAL FEMURS; KNEE; NONRIGID REGISTRATION; SHAPE RECONSTRUCTION; STATISTICAL SHAPE MODEL;

ALGORITHMS; BONE; COMPUTERIZED TOMOGRAPHY; EDGE DETECTION; FLUORESCENT SCREENS; KINEMATICS; MAGNETIC RESONANCE;

THREE DIMENSIONAL;

ALGORITHM; ARTICLE; AUDIOVISUAL EQUIPMENT; BIOMECHANICS; FEMUR; FLUOROSCOPY; HISTOLOGY; HUMAN; KNEE; METHODOLOGY; PHYSIOLOGY; THREE DIMENSIONAL IMAGING;

ALGORITHMS; BIOMECHANICS; FEMUR; FLUOROSCOPY; HUMANS; IMAGING, THREE-DIMENSIONAL; KNEE; MODELS, ANATOMIC;

EID: 84864631850     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2195783     Document Type: Article

References (26)

1. D. A. Dennis,M. R.Mahfouz, R. D. Komistek, andW. Hoff, "In vivo determination of normal and anterior cruciate ligament-deficient knee kinematics," J. Biomechan., vol. 38, no. 2, pp. 241-253, 2005. (Pubitemid 39642944)
2. M. R. Torry, K. B. Shelburne, D. S. Peterson, J. E. Giphart, J. P. Krong, C. Myers, J. R. Steadman, and S. L.-Y.Woo, "Knee kinematic profiles during drop landings: A biplane fluoroscopy study.," Med. Sci. Sports Exerc., vol. 43, no. 3, pp. 533-541, 2010.
3. E. Abebe, G. Utturkar, D. Taylor, C. Spritzer, J. Kim, C. M. III, W. Garrett, and L. DeFrate, "The effects of femoral graft placement on in vivo knee kinematics after anterior cruciate ligament reconstruction," J. Biomechan., vol. 44, no. 5, pp. 924-929, 2011.
4. B. J. Fregly,W. G. Sawyer, M. K. Harman, and S. A. Banks, "Computational wear prediction of a total knee replacement from in vivo kinematics," J. Biomechan., vol. 38, no. 2, pp. 305-314, 2005. (Pubitemid 39642952)
5. S. Banks andW. Hodge, "Accurate measurement of three-dimensional knee replacement kinematics using single-plane fluoroscopy," IEEE Trans. Biomed. Eng., vol. 43, no. 6, pp. 638-649, Jun. 1996. (Pubitemid 26158677)
6. W. Anderst, R. Zauel, J. Bishop, E. Demps, and S. Tashman, "Validation of three-dimensional model-based tibio-femoral tracking during running," Med. Eng. Phys., vol. 31, no. 1, pp. 10-16, 2009.
7. P. Markelj, D. Tomaževi, B. Likar, and F. Pernuš, "A review of 3D/2D registration methods for image-guided interventions," Med. Image Anal., vol. 16, no. 3, pp. 642-661, 2010.
8. A. Hurvitz and L. Joskowicz, "Registration of a CT-like atlas to fluoroscopic X-ray images using intensity correspondences," Int. J. Comput. Assist. Radiol. Surg. (CARS), vol. 3, pp. 493-504, 2008.
9. T. Tang and R. Ellis, "2D/3D deformable registration using a hybrid atlas," Med. Image Comput. Comput. Assist. Interv., vol. 8, pt. 2, pp. 223-230, 2005. (Pubitemid 43828368)
10. J.Yao and R. Taylor, "Assessing accuracy factors in deformable 2D/3D medical image registration using a statistical pelvis model," in Proc. 9th IEEE Int. Conf. Comput., Washington, DC, 2003, p. 1329.
11. N. Baka, B. Kaptein, M. de Bruijne, T. van Walsum, J. Giphart, W. Niessen, and B. Lelieveldt, "2D-3D shape reconstruction of the distal femur from stereo X-ray imaging using statistical shape models," Med. Image Anal., vol. 15, no. 6, pp. 840-850, 2011.
12. S. Benameur, M. Mignotte, S. Parent, H. Labelle, W. Skalli, and J. D. Guise, "3D/2D registration and segmentation of scoliotic vertebrae using statistical models," Comput. Med. Imag. Graphics, vol. 27, no. 5, pp. 321-337, 2003. (Pubitemid 36773629)
13. J.Dworzak, H. Lamecker, J. von Berg, T. Klinder,C. Lorenz, D. Kainmüller, H. Seim, H.-C. Hege, and S. Zachow, "3D reconstruction of the human rib cage from 2D projection images using a statistical shape model," Int. J. Comput. Assist. Radiol. Surg., vol. 5, no. 2, pp. 111-124, 2010.
14. M. Fleute and S. Lavallée, "Nonrigid 3-D/2-D registration of images using statistical models," in MICCAI'99: Proceedings of the Second International Conference on Medical Image Computing and Computer-Assisted Intervention. London, U.K.: Springer-Verlag, 1999, pp. 138-147.
15. R.Kurazume,K.Nakamura, T.Okada, Y. Sato,N. Sugano, T. Koyama, Y. Iwashita, and T. Hasegawa, "3D reconstruction of a femoral shape using a parametric model and two 2D fluoroscopic images," Comput. Vis. Image Understand., vol. 113, no. 2, pp. 202-211, 2009.
16. H. Lamecker, T. H. Wenckebach, and H.-C. Hege, "Atlas-based 3D-shape reconstruction from X-ray images," in Proc. 18th Int. Conf. Pattern Recognit. (ICPR'06), Washington, DC, 2006, pp. 371-374. (Pubitemid 46531920)
17. G. Zheng, S. Gollmer, S. Schumann, X. Dong, T. Feilkas, andM. A. G. Ballester, "A 2D/3D correspondence building method for reconstruction of a patient-specific 3D bone surface model using point distribution models and calibrated X-ray images," Med. Image Anal., vol. 13, no. 6, pp. 883-899, 2008.
18. X. Chen, J. Graham, C. Hutchinson, and L. Muir, G. Fichtinger, A. L. Martel, and T. M. Peters, Eds., "Inferring 3D kinematics of carpal bones from single view fluoroscopic sequences," in MICCAI (2), ser. Lecture Notes in Computer Science. New York: Springer, 2011, vol. 6892, pp. 680-687.
19. P. Gamage, S. Q. Xie, P. Delmas, and P. Xu, "3D reconstruction of patient specific bone models from 2D radiographs for image guided orthopedic surgery," in Proceedings of the 2009 Digital Image Computing: Techniques and Applications, Washington, DC, 2009, pp. 212-216.
20. T. F. Cootes, D. H. Cooper, C. J. Taylor, and J. Graham, "Trainable method of parametric shape description," Image Vis. Comput., vol. 10, no. 5, pp. 289-294, 1992.
21. J. Canny, "A computational approach to edge detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 8, no. 6, pp. 679-698, Nov. 1986.
22. L. Ferrarini, H. Olofsen, W. Palm, M. van Buchem, J. Reiber, and F. Admiraal-Behloul, "Games: Growing and adaptive meshes for fully automatic shape modeling and analysis," Med. Image Anal., vol. 11, pp. 302-314, 2007. (Pubitemid 46768015)
23. B. Kaptein,K. B. Shelburne, M. R. Torry, and J. E. Giphart, "A comparison of calibration methods for stereo fluoroscopic imaging systems," J. Biomech., vol. 44, no. 13, pp. 2511-2515, 2011.
24. B. Kaptein, E. Valstar, B. Stoel, P. Rozing, and J. Reiber, "A new model-based rsa method validated using cad models and models from reversed engineering.," J. Biomech, vol. 36, no. 6, pp. 873-882, 2003. (Pubitemid 36555384)
25. D. L. Miranda, M. J. Rainbow, E. L. Leventhal, J. J. Crisco, and B. C. Fleming, "Automatic determination of anatomical coordinate systems for three-dimensional bone models of the isolated human knee," J. Biomechan., vol. 43, no. 8, pp. 1623-1626, 2010.
26. S. Laporte,W. Skalli, J. A. de Guise, F. Lavaste, and D.Mitton, "A biplanar reconstruction method based on 2D and 3D contours: Application to the distal femur," Comput. Methods Biomechan. Biomed. Eng., vol. 6, pp. 1-6, 2003.