Journal Papers:
- Johnson, H.J., Christensen, G.E., Consistent
Landmark and Intensity-based Image Registration, IEEE Transactions
on Medical Imaging, 21(5), 2002, pp. 450-461.
- Christensen, G.E., Johnson, H.J., Invertibility and Transitivity Analysis
for Nonrigid Image Registration, accepted for publication in Journal
of Electronic Imaging.
- Christensen, G.E., Consistent
Image Registration, IEEE Transactions on Medical Imaging. 20(7),
July, 2001, pp. 568-582.
- Christensen, G.E., MIMD
vs. SIMD Parallel Processing: A Case Study in 3D Medical Image Registration.
Parallel Computing. Vol. 24, 1998, pp. 1369-1383.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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:
- Christensen, G.E., He, J., Consistent Non-linear Elastic Image Registration,
IEEE Proceedings of Mathematical Methods in Biomedical Image Analysis,
Dec. 2001, 37-43.
- 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.
- 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.
- 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.
- Christensen, G.E., Consistent
Linear-Elastic Transformations for Image Matching, Information Processing
in Medical Imaging, June, 1999, pp. 224-237.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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:
- 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.
- John Dill, Toolbox for Registration and Analysis, M.S. Thesis, The
University of Iowa, Iowa City, Iowa, May 2002.
- Blake Carlson, Two Case Studies In Medical Image Registration, M.S.
Thesis, The University of Iowa, Iowa City, Iowa, May 2001.
- Hans Johnson, Method for Consistent Linear-Elastic Medical Image Registration,
M.S. Thesis, The University of Iowa, Iowa City, Iowa, May 2000
- 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.
- 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.
- Christensen, G.E. Deformable Shape Models for Anatomy. Electrical
Engineering D.Sc. Dissertation, Washington University, St. Louis, Missouri,
August 1994.
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