Robust registration for computer-integrated orthopedic surgery: Laboratory validation and clinical experience

Medical Image Analysis

Volumn 7, Issue 3, 2003, Pages 237-250

  Ma, B ^a   Ellis, R E ^a  

^a QUEEN S UNIVERSITY   (Canada)

Author keywords

Clinical experience; Computer integrated orthopedic surgery; Validation

Indexed keywords

ALGORITHM; ANALYTICAL ERROR; AUTOMATION; CLINICAL PRACTICE; COMPUTER ASSISTED SURGERY; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; HUMAN; IN VITRO STUDY; KNEE OSTEOARTHRITIS; LABORATORY TEST; LUMBAR VERTEBRA; MATHEMATICAL COMPUTING; ORTHOPEDIC SURGERY; OSTEOID OSTEOMA; OSTEOTOMY; PRIORITY JOURNAL; PROCESS OPTIMIZATION; RADIUS FRACTURE; REGRESSION ANALYSIS; RELIABILITY; REVIEW; STATISTICAL ANALYSIS; TIBIA SHAFT; VALIDATION PROCESS; VISUAL INFORMATION;

EID: 0041825426     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1361-8415(02)00133-0     Document Type: Article

References (48)

1. Athwal, G.S., Ellis, R.E., Small, C.F., Pichora, D.R., 2002. Outcomes of computer-assisted distal radius osteotomy. J. Hand. Surg. (accepted for publication).
2. Bächler, R., Bunke, H., Nolte, L.-P., 2001. Restricted surface matching - numerical optimization and technical evaluation. Comput. Aided Surg. 6 (3), 143-152.
3. Besl, P.J., McKay, N.D., 1992. A method for registration of 3-D shapes. IEEE Trans. Pattern Anal. 14 (2), 239-256.
4. Betting, F., Feldmar, J., Ayache, N., Devernay, F., 1995. A new framework for fusing stereo images with volumetric medical images. In: Ayache, N. (Ed.), Proceedings of the International Conference on Computer Vision, Virtual Reality and Robotics in Medicine. Springer, Berlin, pp. 30-39.
5. Blais, G., Levine, M.D., 1995. Registering multiview range data to create 3D computer objects. IEEE Trans. Pattern Anal. 17, 820-824.
6. Canale, S.T., 1998. Campbell's Operative Orthopaedics, Vol. 1. Mosby-Year Book, St. Louis.
7. Chui, H., Rangarajan, A., 2000. A feature registration framework using mixture models. In: Proceedings of the IEEE Workshop on Mathematical Methods and Biomedical Image Analysis, pp. 190-197.
8. Croitoru, H., Ellis, R.E., Small, C.F., Prihar, R., Pichora, D.R., 2001. Fixation-based surgery: A new technique for distal radius osteotomy. Comput. Aided Surg. 6 (3), 160-169.
9. Cuchet, E., Knoplioch, J., Dormont, D., Marsault, C., 1995. Registration in neurosurgery and neuroradiotherapy applications. In: Proceedings of the International Symposium on Medical Robotics and Computer Assisted Surgery. Wiley-Liss, New York, pp. 31-38.
10. Dellaert, F., 2001. Monte Carlo EM for data-association and its application in computer vision. PhD thesis, Carnegie Mellon University.
11. Ellis, R.E., Toksvig-Larsen, S., Marcacci, M., Caramella, D., Fadda, M., 1996. Use of a biocompatible fiducial marker in evaluating the accuracy of CT image registration. Invest. Radiol. 31 (10), 658-667.
12. Ellis, R.E., Fleet, D.J., Bryant, J.T., Rudan, J., Fenton, P., 1997. A method for evaluating CT-based surgical registration. In: Troccaz, J., Grimson, E., Mösges, R. (Eds.), Proceedings of the International Conference on Computer Vision, Virtual Reality and Robotics in Medicine. Springer, Berlin, pp. 141-150.
13. Ellis, R.E., Tso, C.Y., Rudan, J.F., Harrison, M.M., 1999. A surgical planning and guidance system for high tibial osteotomy. Comput. Aided Surg. 4 (5), 264-274.
14. Ellis, R.E., Kerr, D., Rudan, J.F., Davidson, L., 2001. Minimally invasive excision of deep bone tumors. In: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention. Springer, Berlin, pp. 1154-1156.
15. Feldmar, J., Ayache, N., 1994. Rigid and affine registration of smooth surfaces using differential properties. In: Eklundh, J.-O. (Ed.). Proceedings of the European Conference on Computer Vision, Vol. 2. Springer, Berlin, pp. 397-406.
16. Fischler, M.A., Bolles, R.C., 1981. Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM 24 (3), 381-395.
17. Granger, S., Pennec, X., Roche, A., 2001. Rigid point-surface registration using an EM variant of ICP for computer guided oral implantology. In: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 752-761.
18. Greenspan, M.A., Godin, G., 2001. A nearest neighbor method for efficient ICP. In: Proceedings of the International Conference on 3D Digital Imaging and Modeling, pp. 161-168.
19. Grimson, W.E.L., Ettinger, G.J., White, S.J., Gleason, P.L., Lozano-Pérez, T., Ill, W.M.W., Kikinis, R., 1995. Evaluating and validating an automated registration system for enhanced reality visualization in surgery. In: Ayache, N. (Ed.), Proceedings of the International Conference on Computer Vision, Virtual Reality and Robotics in Medicine. Springer, Berlin, pp. 3-12.
20. Hagedoorn, M., Veltkamp, R.C., 1999. Reliable and efficient pattern matching using an affine invariant metric. Int. J. Comput. Vis. 31 (2/3), 203-225.
21. Hampel, F.R., Ronchetti, E.M., Rousseeuw, P.J., Stahel, W.A., 1986. Robust Statistics. The Approach Based on Influence Functions. Wiley, New York.
22. Haralick, R.M., Joo, H., Lee, C., Zhuang, X., Vaidya, V.G., Kim, M.B., 1989. Pose estimation from corresponding point data. In: Freeman, H. (Ed.), Machine Vision for Inspection and Measurement. Academic Press, New York, pp. 1-84.
23. Henri, C.J., Colchester, A.C.F., Zhao, J., Hawkes, D.J., Hill, D.L.G., Evans, R.L., 1995. Registration of 3-D surface data for intra-operative guidance and visualization in frameless stereotactic neurosurgery. In: Ayache, N. (Ed.), Proceedings of the International Conference on Computer Vision, Virtual Reality, and Robotics in Medicine. Springer, Berlin, pp. 47-56.
24. Herring, J.L., Dawant, B.M., Maurer Jr, C., Muratore, D.M., Galloway, R.L., Fitzpatrick, J.M., 1998. Surface-based registration of CT images to physical space for image-guided surgery of the spine: A sensitivity study. IEEE Trans. Med. Imaging 17 (5), 743-752.
25. Hoaglin, D.C., Mosteller, F., Tukey, J.W. (Eds.), 1983. Understanding Robust and Exploratory Data Analysis. Wiley, New York.
26. Horn, B.K.P., 1987. Closed-form solution of absolute orientation using unit quaternions. J. Opt. Soc. Am. A 4 (4), 629-642.
27. Huber, P.J., 1981. Robust Statistics. Wiley, New York.
28. Kumar, R., Hanson, A.R., 1990. Analysis of different robust methods for pose refinement. In: Proceedings of the International Workshop on Robust Computer Vision, pp. 167-182.
29. Lavallée, S., 1995. Registration for computer integrated surgery: Methodology, state of the art. In: Taylor, R.H., Lavallée, S., Burdea, G.C., Mösges, R. (Eds.), Computer Integrated Surgery. MIT Press, Cambridge, MA, pp. 77-98.
30. Lorensen, W.E., Cline, H.E., 1987. Marching cubes: A high resolution 3D surface construction algorithm. Comput. Graph. 21 (4), 163-169.
31. Luck, J., Little, C., Hoff, W., 2000. Registration of range data using a hybrid simulated annealing and iterative closest point algorithm. In: Proceedings of the IEEE International Conference on Robotics and Automation, pp. 3739-3744.
32. Ma, B., Ellis, R.E., Fleet, D.J., 1999. Spotlights: A robust method for surface-based registration in orthopedic surgery. In: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention. Springer, Berlin, pp. 936-944.
33. Maintz, J.B.A., Viergever, M.A., 1998. A survey of medical image registration. Med. Image Anal. 2 (1), 1-36.
34. Masuda, T., Yokoya, N., 1995. A robust method for registration and segmentation of multiple range images. Comput. Vis. Image Underst. 61 (3), 295-307.
35. Maurer, C.R., Fitzpatrick, J.M., Maciunas, R.J., Allen, G.S., 1996. Registration of 3-D images using weighted geometrical features. IEEE Trans. Med. Imaging 15 (6), 836-849.
36. Maurer, Jr. C., Maciunas, R.J., Fitzpatrick, J.M., 1998. Registration of head CT images to physical space using a weighted combination of points and surfaces. IEEE Trans. Med. Imaging. 17 (5), 753-761.
37. Meer, P., Mintz, D., Rosenfeld, A., 1991. Robust regression methods for computer vision: A review. Int. J. Comput. Vis. 6 (1), 59-70.
38. Mirza, M.J., Boyer, K.L., 1993. Performance evaluation of a class of m-estimators for surface parameter estimation in noisy range data. IEEE Trans. Robotic Autom. 9 (1), 75-85.
39. Palombara, P.F.L., Fadda, M., Martelli, S., Nofrini, L., Marcacci, M., 1997. A minimally invasive 3-D data registration protocol for computer and robot assisted total knee arthroplasty. In: Troccaz, J., Grimson, E., Mösges, R. (Eds.), Proceedings of the International Conference on Computer Vision, Virtual Reality and Robotics in Medicine. Springer, Berlin, pp. 663-672.
40. Rangarajan, A., Chui, H., Bookstein, F.L., 1997. The softassign procrustes matching algorithm. In: Duncan, J., Gindi, G. (Eds.), Information Processing and Medical Imaging, pp. 29-42.
41. Rangarajan, A., Chui, H., Duncan, J.S., 1999. Rigid point feature registration using mutual information. Medical Image Analysis 3 (4), 425-440.
42. Rousseeuw, P.J., Leroy, A.M., 1987. Robust Regression and Outlier Detection. Wiley, New York.
43. Rucklidge, W., 1996. Efficient Visual Recognition Using the Hausdorff Distance. Springer, Berlin.
44. Rusinkiewicz, S., Levoy, M., 2001. Efficient variants of the ICP algorithm. In: Proceedings of the International Conference on 3D Digital Imaging and Modeling, pp. 145-152.
45. Schroeder, W., Martin, K., Lorensen, B., 1998. The Visualization Toolkit, 2nd Edition. Prentice Hall, Upper Saddle River, NJ.
46. Simon, D., Hebert, M., Kanade, T., 1995. Techniques for fast and accurate intra-surgical registration. J. Image Guided Surg. 1, 1.
47. Tso, C.Y., Ellis, R.E., Rudan, J., Harrison, M.M., 1998. A surgical planning and guidance system for high tibial osteotomies. In: Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 39-50.
48. Zhang, Z., 1994. Iterative point matching for registration of free-form curves and surfaces. Int. J. Comput. Vis. 13 (2), 119-152.