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Publications

 

Journal Papers:

  1. Johnson, H.J., Christensen, G.E., Consistent Landmark and Intensity-based Image Registration, IEEE Transactions on Medical Imaging, 21(5), 2002, pp. 450-461.
  2. Christensen, G.E., Johnson, H.J., Invertibility and Transitivity Analysis for Nonrigid Image Registration, accepted for publication in Journal of Electronic Imaging.
  3. Christensen, G.E., Consistent Image Registration, IEEE Transactions on Medical Imaging. 20(7), July, 2001, pp. 568-582.
  4. Christensen, G.E., MIMD vs. SIMD Parallel Processing: A Case Study in 3D Medical Image Registration. Parallel Computing. Vol. 24, 1998, pp. 1369-1383.
  5. Christensen, G.E., Joshi, S.C., and Miller, M.I. Volumetric Transformation of Brain Anatomy. IEEE Transactions on Medical Imaging. 16(6), Dec. 1997, pp. 864-877.
  6. Miller, M.I., Banerjee, A., Christensen, G.E., Joshi, S.C., Khaneja, N., Grenander, U., and Matejic, L. Statistical Methods in Computational Anatomy. Statistical Methods in Medical Research, vol. 6, 1997, pp. 267-299.
  7. Haller, J.W., Banerjee, A., Christensen, G.E., Gado, M., Joshi, S.C., Miller, M.I., Sheline, Y., Vannier, M.W., Csernansky, J.G. 3D Hippocampal Morphometry by High Dimensional Transformation of a Neuroanatomical Atlas. Radiology, 202(2), 1997, pp. 504-510.
  8. Christensen, G.E., Rabbit, R.D., Miller, M.I. Deformable Templates Using Large Deformation Kinematics. IEEE Transactions on Image Processing, 5(10), 1996, pp. 1435-1447.
  9. Haller, J.W., Christensen, G.E., Joshi, S.C., Newcomer, J.W., Miller, M.I., Csernansky, J.G., Vannier, M.W. Hippocampal MR Morphometry by Pattern Matching. Radiology, 1996, (199) pp. 787-791.
  10. Christensen, G.E., Miller, M.I., Grenander, U., Vannier, M.W. Individualizing Neuroanatomical Atlases Using a Massively Parallel Computer. IEEE Computer, January 1996, pp. 32-38.
  11. Christensen, G.E., Rabbit, R.D., Miller, M.I. 3D brain mapping using a deformable neuroanatomy. Physics in Medicine and Biology, March 1994, (39) pp. 609-618.
  12. Miller, M.I., Christensen, G.E., Amit, Y., and Grenander, U. Mathematical textbook of deformable neuroanatomies. Proceedings of the National Academy of Sciences, December 1993, 90(24), pp. 11944-11948.

Conference Papers and Book Chapters:

  1. Christensen, G.E., He, J., Consistent Non-linear Elastic Image Registration, IEEE Proceedings of Mathematical Methods in Biomedical Image Analysis, Dec. 2001, 37-43.
  2. Johnson, H.J., Christensen, G.E., Landmark and Intensity-based, Consistent Thin-Plate Spline Image Registration, In Issana and Leahy, editors, Information Processing in Medical Imaging, Lecture Notes in Computer Science, vol. 2082, Springer, New York, 2001, pp. 329-343.
  3. Christensen, G.E., Yin, P., Vannier, M.W., Chao, K.S.C., Dempsey, J.F., Williamson, J.F., Large-Deformation Image Registration using Fluid Landmarks, 4th IEEE Southwest Symposium on Image Analysis and Interpretation, IEEE Computer Society, 2000, pp. 269-273.
  4. Johnson, H.J., Christensen, G.E., Marsh, J.L., Vannier, M.W., Validation of probabilistic anatomical shape atlases, Medical Imaging 2000: Image Processing, Hanson editor, Proceedings of the SPIE vol. 3979, 2000.
  5. Christensen, G.E., Consistent Linear-Elastic Transformations for Image Matching, Information Processing in Medical Imaging, June, 1999, pp. 224-237.
  6. Christensen, G.E., Johnson, H.J., Haller, J.W., Melloy, J., Vannier, M.W., Marsh, J.L., Synthesizing average 3D anatomical shapes using deformable templates, Medical Imaging 1999: Image Processing, Hanson editor, Proceedings of the SPIE vol. 3661, 1999, pp. 574-582.
  7. Christensen, G.E., Joshi S.C., Miller, M.I., Bayesian Framework for Image Registration Using Eigenfunctions, In Toga editor, Brain Warping, Academic Press, San Diego,1999, pp. 85-100.
  8. Miller, M.I., Joshi S.C., Christensen, G.E., Large Deformation Fluid Diffeomorphisms For Landmark and Image Matching, In Toga editor, Brain Warping, Academic Press, San Diego,1999, pp. 115-132.
  9. Joshi, S.C., Banerjee, A., Christensen, G.E., Csernansky, J.G., Haller, J.W., Miller, M.I., and Wang, L. Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces. In Duncan and Gindi, editors, Information Processing in Medical Imaging, Lecture Notes in Computer Science, vol. 1230, Springer, New York, 1997, pp. 381-386.
  10. Christensen, G.E., Rabbit, R.D., Miller, M.I., Joshi, S.C., Grenander, U., Coogan, T., Van Essen, D.C. Topological properties of smooth anatomic maps. In Bizais, Braillot, and Di Paola, editors, Information Processing in Medical Imaging, Kluwer Academic Publishers, Boston, 1995, (3) pp. 101-112.
  11. Rabbitt, R.D., Wiess J., Christensen G.E., Miller, M.I. Mapping of hyperelastic deformable templates. Proceedings of SPIE's 1995 Geometric Methods in Applied Imaging, San Diego, California, July 9-14, 1995.
  12. Joshi, S.C., Miller, M.I., Christensen, G.E., Coogan, T., and Grenander, U. The generalized Dirichlet problem for mapping brain manifolds. Vision Geometry IV, Proceedings of SPIE 2573, Eds. Melter, Wu, Bookstein, and Green, July, 1995, pp. 278-289.
  13. Rabbitt, R.D., Wiess, J.A., Christensen, G.E., Mapping Inter-subject Variations in Tissue Geometry. ASME Summer Bioengineering Conference, Beaver Creek, Colorado, June, 1995.
  14. Christensen, G.E., Miller, M.I., Marsh, J.L., Vannier, M.W. Automatic Analysis of Medical Images Using a Deformable Textbook. Computer Assisted Radiology , Lemke, Inamura, Jaffe, and Vannier, editors, Springer Verlag, Berlin, June, 1995, pp. 146-151.
  15. Haller, J.W., Christensen, G.E., Joshi, S.C., Gado, M., Miller, M.I., Vannier, M.W. Precision and accuracy of a high dimensional transformation and segmentation of MR images of the hippocampus. In Bizais, Braillot, and Di Paola, editors, Information Processing in Medical Imaging, Kluwer Academic Publishers, Boston, 1995, (3) pp. 401-402.
  16. Christensen, G.E., Miller, M.I., Vannier, M.W. A 3D deformable magnetic resonance textbook based on elasticity. Proceedings of the American Association for Artificial Intelligence, 1994 Spring Symposium: Applications of Computer Vision in Medical Image Processing, Stanford University, March 21-23, 1994, pp. 153-156.
  17. Christensen, G.E., Rabbit, R.D., Miller, M.I. A deformable neuroanatomy textbook based on viscous fluid mechanics. Invited paper. In Prince and Runolfsson, editors, Proceedings of the 1993 Conference on Information Sciences and Systems, Johns Hopkins University, March 24-26, 1993, pp. 211-216.

Theses:

  1. Hans Johnson, Image Registration Methods for the Synthesis and Evaluation of Anatomical Population Summaries, Ph.D. Dissertation, The University of Iowa, Iowa City, Iowa, May 2002.
  2. John Dill, Toolbox for Registration and Analysis, M.S. Thesis, The University of Iowa, Iowa City, Iowa, May 2002.
  3. Blake Carlson, Two Case Studies In Medical Image Registration, M.S. Thesis, The University of Iowa, Iowa City, Iowa, May 2001.
  4. Hans Johnson, Method for Consistent Linear-Elastic Medical Image Registration, M.S. Thesis, The University of Iowa, Iowa City, Iowa, May 2000
  5. Francie C. Mckee, Measurement of Dysmorphic Infant Skull Shape Change due to Surgery and Growth Using Consistent Linear-Elastic Image Registration, M.S. Thesis, The University of Iowa, Iowa City, Iowa, May 2000.
  6. Peng Yin, Image Registration for Brachytherapy Treatment Planning in Radiotherapy of Cervical Cancer, M.S. Thesis, The University of Iowa, Iowa City, Iowa, December 1999.
  7. Christensen, G.E. Deformable Shape Models for Anatomy. Electrical Engineering D.Sc. Dissertation, Washington University, St. Louis, Missouri, August 1994.

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Questions or Comments: gary-christensen@uiowa.edu