2009

S. Gerber, T. Tasdizen, S. Joshi, R.T. Whitaker. “On the Manifold Structure of the Space of Brain Images,” In Proceedings of the 2009 International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2009), pp. (to appear). 2009.

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2008

B. Davis, P.T. Fletcher, E. Bullitt, S. Joshi. “Population Shape Regression from Random Design Data,” In International Journal of Computer Vision, Note: Marr Prize Special Issue, pp. (to appear). 2008.

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P.T. Fletcher, S. Venkatasubramanian, S. Joshi. “Robust Statistics on Riemannian Manifolds via the Geometric Median,” In IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), pp. (accepted). 2008.

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H.B. Henninger, S.A. Maas, J.H. Shepherd, S. Joshi, J.A. Weiss. “Transversely Isotropic Distribution of Sulfated Glycosaminoglycans in Human Medial Collateral Ligament: A Quantitative Analysis,” In Journal of Structural Biology, Dec 24, 2008.

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P.T. Fletcher, S. Venkatasubramanian, S. Joshi. “The Geometric Median on Riemannian Manifolds with Application to Robust Atlas Estimation,” In Neuroimage, November 13, 2008.

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2007

B. Davis, P.T. Fletcher, E. Bullitt, S. Joshi. “Population Shape Regression From Random Design Data,” In Proceedings of the Eleventh IEEE International Conference on Computer Vision (ICCV '07), pp. 1-7. 2007.

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S. Gouttard, M. Styner, S. Joshi, R.G. Smith, H.C. Hazlett, G. Gerig. “Subcortical Structure Segmentation Using Probabilistic Atlas Priors,” In Proceedings of The 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2007), Vol. 6512, No. 65122J, Note: Presented at Worshop - 3D Segmentation in the Clinic: a Grand Challenge, pp. (published online). 2007.

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P.T. Fletcher, S. Joshi. “Riemannian Geometry for the Statistical Analysis of Diffusion Tensor Data,” In Signal Processing, Vol. 87, No. 2, pp. 250--262. February, 2007.

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T.B. Terriberry, J.N. Damon, S.M. Pizer, S. Joshi, G. Gerig. “Population-Based Fitting of Medial Shape Models with Correspondence Optimization,” In Proceedings of Information Processing in Medical Imaging (IPMI '07), Lecture Notes in Computer Science, Vol. 20, pp. 700--712. July, 2007.

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P.T. Fletcher, S. Powell, N.L. Foster, S. Joshi. “Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease,” In Information Processing in Medical Imaging (IPMI), No. LNCS 4584, pp. 446--457. 2007.

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2006

I. Corouge, P.T. Fletcher, S. Joshi, S. Gouttard, G. Gerig. “Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis,” In Medical Image Analysis, Vol. 10, No. 5, pp. 786--798. 2006.

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G. Gerig, B. Davis, P. Lorenzen, S. Xu, M. Jomier, J. Piven, S. Joshi. “Computational Anatomy to Assess Longitudinal Trajectory of Brain Growth,” In Proceedings of The Third International Symposium on 3D Data Processing, Visualization, and Transmission, pp. 1041--1047. June, 2006.

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G. Gerig, S. Joshi, P.T. Fletcher, K. Gorczowski, S. Xu, S.M. Pizer, M. Styner. “Statistics of Populations of Images and its Embedded Objects: Driving Applications in Neuroimaging,” In Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1120--1123. April, 2006.

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P.T. Fletcher, S.M. Pizer, S. Joshi. “Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces,” In Statistics and Analysis of Shapes, Ch. 2, Edited by H. Krim and A. Yezzi, Birkhauser, pp. 29--60. 2006.

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S. Xu, M. Styner, B. Davis, S. Joshi, G. Gerig. “Group Mean Differences of Voxel and Surface Objects via Nonlinear Group Averaging,” In Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI), pp. 758--761. April, 2006.

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P. Lorenzen, M. Prastawa, B. Davis, G. Gerig, E. Bullitt, S. Joshi. “Multi-Modal Image Set Registration and Atlas Formation,” In Med Image Anal, Vol. 10, No. 3, pp. 440--451. June, 2006.

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2005

S.M. Pizer, J.Y. Jeong, C. Lu, K. Muller, S. Joshi. “Estimating the Statistics of Multi-Object Anatomic Geometry Using Inter-Object Relationships,” In Proceedings of International Workshop on Deep Structure, Singularities and Computer Vision (DSSCV), Edited by OF Olsen, L Florack, and A Kuijper, pp. 60--71. June, 2005.

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S.M. Pizer, P.T. Fletcher, S. Joshi, A.G. Gash, J. Stough, A. Thall, G. Tracton, E. Chaney. “A Method and Software for Segmentation of Anatomic Object Ensembles by Deformable M-Reps,” In Med Phys, Vol. 32, No. 5, pp. 1335--1345. May, 2005.

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H. Guo, A. Rangarajan, S. Joshi. “3-D Diffeomorphic Shape Registration on Hippocampal Data Sets,” In Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv, Vol. 8 (Pt. 2), pp. 984--991. 2005.

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I. Corouge, P.T. Fletcher, S. Joshi, J.H. Gilmore, G. Gerig. “Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis,” In Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv, Vol. 8 (Pt. 1), pp. 131--139. 2005.

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