Journal of the Korean Society for Precision Engineering (한국정밀공학회지)

Korean Society for Precision Engineering (한국정밀공학회)
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Development of 2D-3D Image Registration Techniques for Corrective Osteotomy for Lower Limbs

하지기형 교정 수술을 위한 2D-3D 영상 정합기술

  • Received : 2013.02.18
  • Accepted : 2013.07.29
  • Published : 2013.09.01
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Abstract

Lower limbs deformity is a congenital disease and can also be occurred by an acquired factor. This paper suggests a new technique for surgical planning of Corrective Osteotomy for Lower Limbs (COLL) using 2D-3D medical image registration. Converting to a 3D modeling data of lower limb based on CT (computed tomography) scan, and divide it into femur, tibia and fibula; which composing the lower limb. By rearranging the model based on the biplane 2D images of X-ray data, a 3D upright bone structure was acquired. There are two ways to array the 3D data on the 2D image: Intensity-based registration and feature-based registration. Even though registering Intensity-based method takes more time, this method will provide more precise results, and will improve the accuracy of surgical planning.

Keywords

References

  1. Kliegman, R. M., Behrman, R. E., Jenson, H. B., Stanton, B. F., Zitelli, B. J., and Davis, H. W., "Nelson Textbook of Pediatrics," Elsevier Science Health Science Division, 18th Edition, pp. 253-262, 2007.
  2. Kettelkamp, D. B., Leach, R. E., and Nasca, R., "Pitfalls of proximal tibial osteotomy," Clinical Orthopaedics & Related Research, Vol. 106, pp. 232- 241, 1975. https://doi.org/10.1097/00003086-197501000-00034
  3. Mankin, H. J., "The response of articular cartilage to mechanical injury," J. Bone Joint Surg Am, Vol. 64, No. 3, pp. 460-466, 1982.
  4. Kim, S. S., Kim, C. H., Kim, K. H., Ko, M. S., and Liu, H. C., "Treatment of Idiopathic Genu Varum Using Tibiofibular Osteotomy and External Fixation," J. Korean Orthop Assoc., Vol. 41, No. 3, pp. 527-532, 2006. https://doi.org/10.4055/jkoa.2006.41.3.527
  5. Paley, D., "Principles of Deformity Correction," Springer, 2003.
  6. Ellis, R. E., Tso, C. Y., Rudan, J. F., and Harrison, M. M., "A surgical planning and guidance system for high tibial osteotomy," Comput Aided Surg, Vol. 4, No. 5, pp. 264-274, 1999. https://doi.org/10.3109/10929089909148179
  7. Faugeras, O. D. and Hebert, M., "The representation, recognition, and locating of 3-D objects," Int. J. of Robotic Res., Vol. 5, No. 3, pp. 27-52, 1986. https://doi.org/10.1177/027836498600500302
  8. McLaughlin, R., Hipwell, J., Hawkes, D., Noble, J. A., Byrne, J., and Cox, T., "A Comparison of 2D-3D Intensity-Based Registration and Feature-Based Registration for Neurointerventions," in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002, Dohi, T. and Kikinis, R. (Eds.), Springer Berlin Heidelberg, Vol. 2489, pp. 517-524, 2002.
  9. Penney, G. P., Weese, J., Little, J. A., Desmedt, P., Hill, D. L., and Hawkes, D. J., "A comparison of similarity measures for use in 2-D-3-D medical image registration," IEEE Trans. Med. Imaging, Vol. 17, No. 4, pp. 586-595, 1998. https://doi.org/10.1109/42.730403
  10. Vermandel, M., Betrouni, N., Palos, G., Gauvrit, J.- Y., Vasseur, C., and Rousseau, J., "Registration, Matching, and Data Fusion in 2D/3D Medical Imaging: Application to DSA and MRA," in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, Ellis, R. and Peters, T. (Eds.), Springer Berlin Heidelberg, Vol. 2878, pp. 778-785, 2003.
  11. Hamadeh, A. and Cinquin, P., "Kinematic study of lumbar spine using functional radiographies and 3D / 2D registration," in CVRMed-MRCAS'97, Troccaz, J., Grimson, E., and Mösges, R. (Eds.), Springer Berlin Heidelberg, Vol. 1205, pp. 109-118, 1997.
  12. Feldmar, J., Malandain, G., Ayache, N., Fernandez- Vidal, S., Maurincomme, E., and Trousset, Y., "Matching 3D MR angiography data and 2D X-ray angiograms," in CVRMed-MRCAS'97, Troccaz, J., Grimson, E., and Mosges, R. (Eds.), Springer Berlin Heidelberg, Vol. 1205, pp. 129-138, 1997.
  13. Weese, J., Buzug, T., Lorenz, C., and Fassnacht, C., "An approach to 2D/3D registration of a vertebra in 2D x-ray fluoroscopies with 3D CT images," in CVRMed-MRCAS'97, Troccaz, J., Grimson, E., and Mosges, R. (Eds.), Springer Berlin Heidelberg, Vol. 1205, pp. 119-128, 1997.
  14. Hipwell, J., Penney, G., Cox, T., Byrne, J., and Hawkes, D., "2D-3D Intensity Based Registration of DSA and MRA - A Comparison of Similarity Measures," in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2002, Dohi, T. and Kikinis, R. (Eds.), Springer Berlin Heidelberg, Vol. 2489, pp. 501-508, 2002.
  15. CG-ARTS, "Digital Image Processing," pp. 182-183, 2006.

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