Automatic inference and measurement of 3D carpal bone kinematics from single view fluoroscopic sequences

IEEE Transactions on Medical Imaging

Volumn 32, Issue 2, 2013, Pages 317-328

  Chen, Xin ^a   Graham, Jim ^a   Hutchinson, Charles ^b   Muir, Lindsay ^c  

^a UNIVERSITY OF MANCHESTER   (United Kingdom)

^b UNIVERSITY OF WARWICK   (United Kingdom)

^c SALFORD ROYAL NHS FOUNDATION TRUST   (United Kingdom)

Author keywords

Carpal bone poses; fluoroscopic sequence; statistical pose model; statistical shape model; two dimensional (2D) three dimensional (3D) registration; wrist pathology

Indexed keywords

2D IMAGES; AUTOMATIC INFERENCE; CARPAL BONES; CT DATA; DISSOCIATION CONDITIONS; FLUOROSCOPIC SEQUENCE; HYBRID-STATISTICAL MODEL; MEASUREMENT TOOLS; PENALTY TERM; RELATIVE POSE; SENSITIVITY AND SPECIFICITY; SHAPE VARIATIONS; STATISTICAL MODELS; STATISTICAL SHAPE MODEL; THREE-DIMENSIONAL (3D) REGISTRATION;

BONE; DISEASES; DISSOCIATION; ITERATIVE METHODS; MEASUREMENTS; PARAMETER ESTIMATION; PATHOLOGY; THREE DIMENSIONAL COMPUTER GRAPHICS;

THREE DIMENSIONAL;

ARTICLE; CARPAL BONE; DIAGNOSTIC ACCURACY; FLUOROSCOPY; IMAGE ANALYSIS; IMAGE ENHANCEMENT; IMAGE RECONSTRUCTION; KINEMATICS; LUNATE BONE; MEASUREMENT; RADIUS; SCAPHOID BONE; SENSITIVITY AND SPECIFICITY; SIMULATION; THREE DIMENSIONAL IMAGING; ULNA; WRIST; ALGORITHM; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; BODY POSTURE; COMPUTER ASSISTED DIAGNOSIS; IMAGE QUALITY; METHODOLOGY; MOVEMENT (PHYSIOLOGY); PHYSIOLOGY; RADIOGRAPHY; REPRODUCIBILITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CARPAL BONES; FLUOROSCOPY; IMAGING, THREE-DIMENSIONAL; MOVEMENT; PATTERN RECOGNITION, AUTOMATED; POSTURE; RADIOGRAPHIC IMAGE ENHANCEMENT; RADIOGRAPHIC IMAGE INTERPRETATION, COMPUTER-ASSISTED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

MLCS; MLOWN;

EID: 84873320930     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2012.2226740     Document Type: Article

References (24)

1. J. G. Snel, H. W. Venema, T. M. Moojen, M. Ritt, C. A. Grimbergen, and G. J. den Heeten, "Quantitative in vivo analysis of the kinematics of carpal bones from three-dimensional CT images using a deformable surface model and a three-dimensional matching technique," Med. Phys., vol. 27, pp. 2037-2047, 2000.
2. S. E. Sonenblum, J. J. Crisco, L. Kang, and E. Akelman, "In vivo motion of the scaphotrapezio-trapezoidal (STT) joint J. Biomechan., vol. 37, pp. 645-652, 2004. (Pubitemid 38445026)
3. M. van de Giessen, G. J. Streekstra, S. D. Strackee, M. Maas, K. A. Grimbergen, L. J. van Vliet, and F. M. Vos, "Constrained registration of the wrist joint IEEE Trans. Med. Imag., vol. 28, no. 12, pp. 1861-1869, Dec. 2009.
4. M. van deGiessen,M.Fournani, F.M. Vos, S. D. Strackee,M.Maas, L. J. van Vliet, K. A. Grimbergen, and G. J. Streekstra, "A 4D statistical model of wrist bone motion patterns IEEE Trans. Med. Imag., vol. 31, no. 3, pp. 613-625, Mar. 2012.
5. M. Foumani, S. D. Strackee, R. Jonges, L. Blankevoort, A. H. Zwinderman, B. Carelsen, and G. J. Streekstra, "In-vivo three-dimensional carpal bone kinematics during flexion-extension and radio-ulnar deviation of the wrist: Dynamic motion versus step-wise static wrist positions J. Biomechan., vol. 42, pp. 2664-2671, 2009.
6. C. Davatzikos,X. Tao, and D. Shen, "Hierarchical active shape models, using the wavelet transform IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 414-423, Mar. 2003.
7. J. J. Cerrolaza, A. Villanueva, and R. Cabeza, "Hierarchical statistical shapemodels ofmultiobject anatomical structures:Application to brain MRI IEEE Trans.Med. Imag., vol. 31, no. 3, pp. 713-724, Mar. 2012.
8. J. Boisvert, F. Cheriet, X. Pennec, H. Labelle, and N. Ayache, "Geometric variability of the scoliotic spine using statistics on articulated shape models IEEE Trans. Med. Imag., vol. 27, no. 4, pp. 557-568, Apr. 2008. (Pubitemid 351479148)
9. P. Marklj, D. Tomazevic, B. Likar, and F. Pernus, "A review of 3D/2D registration methods for image-guided interventions Med. Image Anal., vol. 16, pp. 642-661, 2010.
10. G.P.Penney,P. G. Batchelor,D. L. G. Hill, D. J. Hawkes, and J.Weese, "Validation of a two-to three-dimensional registration algorithm for aligning preoperative CT images and intraoperative fluoroscopy images Med. Phys., vol. 28, pp. 1024-1032, 2001. (Pubitemid 32574687)
11. D. B. Russakoff, T. Rohlfing, K. Mori,D. Rueckert, A. Ho, J. R.Adler Jr., and C. R. Maurer Jr., "Fast generation of digitally reconstructed radiographs using attenuation fields with application to 2D-3D image registration IEEE Trans. Med. Imag., vol. 24, no. 11, pp. 1441-1454, Nov. 2005. (Pubitemid 41619221)
12. G. Zheng, "Statistically deformable 2D/3D registration for accurate determination of post-operative cup orientation from single standard X-ray radiograph Proc. MICCAI, pp. 820-827, 2009.
13. T.Whitmarsh, L. Humbert,M. De Craene, L. M. D. R. Barquero, and A. F. Frangi, "Reconstructing the 3D shape and bone mineral density distribution of the proximal femur fromdual-energy X-ray absorptiometry IEEE Trans. Med. Imag., vol. 30, no. 12, pp. 2101-2114, Dec. 2011.
14. N. Baka,M. de Bruijne, T. vanWalsum, B. L. Kaptein, J. E.Giphart,M. Schaap,W. J. Niessen, and B. P. F. Lelieveldt, "Statistical shape model based femur kinematics from biplane fluoroscopy IEEE Trans. Med. Imag., vol. 31, no. 8, pp. 1573-1583, Aug. 2012.
15. 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, pp. 883-899, 2009.
16. X. Chen, J. Graham, C. E. Hutchinson, and L. Muir, "Inferring 3D kinematics of carpal bones from single view fluoroscopic sequences Proc. MICCAI 2011, vol. 6892/2011, pp. 680-687, 2011.
17. X. Chen, J. Graham, and C. E. Hutchinson, "Integrated Framework for Simultaneous Segmentation and Registration of Carpal Bones in 18th ICIP, 2011, pp. 433-436.
18. J. J. Craig, Introduction to Robotics: Mechanics and Control. Boston, MA: Addison-Wesley, 1989.
19. R. H. Davies, C. Twining, T. F. Cootes, and C. J. Taylor, "Building 3D statistical shape models by direct optimisation IEEE Trans. Med. Imag., vol. 29, no. 4, pp. 961-980, Apr. 2010.
20. N. Amenta, "The crust algorithm for 3D surface reconstruction in Proc. 15th Annu. Symp. Computat. Geometry, 1999, pp. 423-424.
21. M. J. Black and G. Sapiro, "Edges as outliers: Anisotropic smoothing using local image statistics Scale-Space Theories Comput. Vis., vol. 16822, pp. 259-270, 1999.
22. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes in C++, 2nd ed. Cambridge, U.K.: Cambridge Univ. Press, 2002.
23. [Online]. Available: http://personalpages.manchester.ac.uk/staff/xin. chen/CarpalReg.htm
24. K. Nakamura, M. Beppu, R. M. Patterson, C. A. Hanson, P. J. Hume, and S. F. Viegas, "Motion analysis in two dimensions of radial-ulnar deviation of type I versus type II lunates J. Hand Surg., vol. 25, no. 5, pp. 877-888, 2000.