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Sarang C. Joshi
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Publications
- 2023
- [c71]Haocheng Dai, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi:
Modeling the Shape of the Brain Connectome via Deep Neural Networks. IPMI 2023: 291-302 - 2022
- [i11]Haocheng Dai, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi:
Deep Learning the Shape of the Brain Connectome. CoRR abs/2203.06122 (2022) - 2021
- [c69]Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi:
Structural Connectome Atlas Construction in the Space of Riemannian Metrics. IPMI 2021: 291-303 - [i10]Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi:
Structural Connectome Atlas Construction in the Space of Riemannian Metrics. CoRR abs/2103.05730 (2021) - [i8]Kristen M. Campbell, Haocheng Dai, Zhe Su, Martin Bauer, P. Thomas Fletcher, Sarang C. Joshi:
Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics. CoRR abs/2109.09808 (2021) - 2020
- [c68]Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer:
Latent Space Geometric Statistics. ICPR Workshops (6) 2020: 163-178 - 2019
- [e3]Dajiang Zhu, Jingwen Yan, Heng Huang, Li Shen, Paul M. Thompson, Carl-Fredrik Westin, Xavier Pennec, Sarang C. Joshi, Mads Nielsen, Tom Fletcher, Stanley Durrleman, Stefan Sommer:
Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings. Lecture Notes in Computer Science 11846, Springer 2019, ISBN 978-3-030-33225-9 [contents] - 2018
- [i5]Line Kühnel, Tom Fletcher, Sarang C. Joshi, Stefan Sommer:
Latent Space Non-Linear Statistics. CoRR abs/1805.07632 (2018) - 2017
- [e2]M. Jorge Cardoso, Tal Arbel, Enzo Ferrante, Xavier Pennec, Adrian V. Dalca, Sarah Parisot, Sarang C. Joshi, Nematollah Kayhan Batmanghelich, Aristeidis Sotiras, Mads Nielsen, Mert R. Sabuncu, Tom Fletcher, Li Shen, Stanley Durrleman, Stefan Sommer:
Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics - First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10-14, 2017, Proceedings. Lecture Notes in Computer Science 10551, Springer 2017, ISBN 978-3-319-67674-6 [contents] - 2016
- [j30]Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher:
Hierarchical Geodesic Models in Diffeomorphisms. Int. J. Comput. Vis. 117(1): 70-92 (2016) - 2014
- [j28]Jacob D. Hinkle, P. Thomas Fletcher, Sarang C. Joshi:
Intrinsic Polynomials for Regression on Riemannian Manifolds. J. Math. Imaging Vis. 50(1-2): 32-52 (2014) - [j27]Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi:
Quantifying anatomical shape variations in neurological disorders. Medical Image Anal. 18(3): 616-633 (2014) - [c59]Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher:
An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms. ISBI 2014: 341-344 - 2013
- [c57]Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher:
A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis. IPMI 2013: 560-571 - [c55]Nikhil Singh, Jacob D. Hinkle, Sarang C. Joshi, P. Thomas Fletcher:
A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction. ISBI 2013: 1219-1222 - 2012
- [c54]Jacob D. Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang C. Joshi:
Polynomial Regression on Riemannian Manifolds. ECCV (3) 2012: 1-14 - [c53]Nikhil Singh, Angela Y. Wang, Preethi Sankaranarayanan, P. Thomas Fletcher, Sarang C. Joshi:
Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD. MICCAI (1) 2012: 132-140 - [i2]Jacob D. Hinkle, Prasanna Muralidharan, P. Thomas Fletcher, Sarang C. Joshi:
Polynomial Regression on Riemannian Manifolds. CoRR abs/1201.2395 (2012) - 2010
- [j19]Bradley C. Davis, P. Thomas Fletcher, Elizabeth Bullitt, Sarang C. Joshi:
Population Shape Regression from Random Design Data. Int. J. Comput. Vis. 90(2): 255-266 (2010) - [j18]Samuel Gerber, Tolga Tasdizen, P. Thomas Fletcher, Sarang C. Joshi, Ross T. Whitaker:
Manifold modeling for brain population analysis. Medical Image Anal. 14(5): 643-653 (2010) - [c46]Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Linh K. Ha, Richard D. King, James Stephen Marron, Michael Wiener, Sarang C. Joshi:
Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. MICCAI (3) 2010: 529-537 - 2009
- [j17]P. Thomas Fletcher, Suresh Venkatasubramanian, Sarang C. Joshi:
The geometric median on Riemannian manifolds with application to robust atlas estimation. NeuroImage 45(1): S143-S152 (2009) - [c43]Linh K. Ha, Jens H. Krüger, P. Thomas Fletcher, Sarang C. Joshi, Cláudio T. Silva:
Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units. EGPGV@Eurographics 2009: 41-48 - [c42]Jacob D. Hinkle, P. Thomas Fletcher, Brian Wang, Bill Salter, Sarang C. Joshi:
4D MAP Image Reconstruction Incorporating Organ Motion. IPMI 2009: 676-687 - 2008
- [c39]P. Thomas Fletcher, Suresh Venkatasubramanian, Sarang C. Joshi:
Robust statistics on Riemannian manifolds via the geometric median. CVPR 2008 - [p3]Stephen M. Pizer, Qiong Han, Sarang C. Joshi, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall:
Synthesis, Deformation, and Statistics of 3D Objects via M-Reps. Medial Representations 2008: 241-266 - [p2]Stephen M. Pizer, Martin Styner, Timothy B. Terriberry, Robert E. Broadhurst, Sarang C. Joshi, Edward L. Chaney, P. Thomas Fletcher:
Statistical Applications with Deformable M-Reps. Medial Representations 2008: 269-308 - 2007
- [j15]P. Thomas Fletcher, Sarang C. Joshi:
Riemannian geometry for the statistical analysis of diffusion tensor data. Signal Process. 87(2): 250-262 (2007) - [c38]Bradley C. Davis, P. Thomas Fletcher, Elizabeth Bullitt, Sarang C. Joshi:
Population Shape Regression From Random Design Data. ICCV 2007: 1-7 - [c37]P. Thomas Fletcher, Stephanie Powell, Norman L. Foster, Sarang C. Joshi:
Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease. IPMI 2007: 446-457 - 2006
- [j13]Isabelle Corouge, P. Thomas Fletcher, Sarang C. Joshi, Sylvain Gouttard, Guido Gerig:
Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis. Medical Image Anal. 10(5): 786-798 (2006) - [c30]Guido Gerig, Sarang C. Joshi, P. Thomas Fletcher, Kevin Gorczowski, Shun Xu, Stephen M. Pizer, Martin Andreas Styner:
Statistics of populations of images and its embedded objects: driving applications in neuroimaging. ISBI 2006: 1120-1123 - [p1]P. Thomas Fletcher, Stephen M. Pizer, Sarang C. Joshi:
Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces. Statistics and Analysis of Shapes 2006: 29-59 - 2005
- [c26]Isabelle Corouge, P. Thomas Fletcher, Sarang C. Joshi, John H. Gilmore, Guido Gerig:
Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis. MICCAI 2005: 131-139 - 2004
- [j12]P. Thomas Fletcher, Conglin Lu, Stephen M. Pizer, Sarang C. Joshi:
Principal geodesic analysis for the study of nonlinear statistics of shape. IEEE Trans. Medical Imaging 23(8): 995-1005 (2004) - [c22]P. Thomas Fletcher, Sarang C. Joshi:
Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors. ECCV Workshops CVAMIA and MMBIA 2004: 87-98 - 2003
- [j11]Stephen M. Pizer, P. Thomas Fletcher, Sarang C. Joshi, Andrew Thall, James Z. Chen, Yonatan Fridman, Daniel S. Fritsch, A. Graham Gash, John M. Glotzer, Michael R. Jiroutek, Conglin Lu, Keith E. Muller, Gregg Tracton, Paul A. Yushkevich, Edward L. Chaney:
Deformable M-Reps for 3D Medical Image Segmentation. Int. J. Comput. Vis. 55(2-3): 85-106 (2003) - [j9]Stephen M. Pizer, P. Thomas Fletcher, Andrew Thall, Martin Styner, Guido Gerig, Sarang C. Joshi:
Object models in multiscale intrinsic coordinates via m-reps. Image Vis. Comput. 21(1): 5-15 (2003) - [j8]Paul A. Yushkevich, P. Thomas Fletcher, Sarang C. Joshi, Andrew Thall, Stephen M. Pizer:
Continuous medial representations for geometric object modeling in 2D and 3D. Image Vis. Comput. 21(1): 17-27 (2003) - [c14]P. Thomas Fletcher, Conglin Lu, Sarang C. Joshi:
Statistics of Shape via Principal Geodesic Analysis on Lie Groups. CVPR (1) 2003: 95-101 - [c12]P. Thomas Fletcher, Sarang C. Joshi, Conglin Lu, Stephen M. Pizer:
Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis. IPMI 2003: 450-462 - 2002
- [j5]Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Paul A. Yushkevich, Andrew Thall, J. S. Marron:
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions. IEEE Trans. Medical Imaging 21(5): 538-550 (2002) - [c8]P. Thomas Fletcher, Stephen M. Pizer, A. Graham Gash, Sarang C. Joshi:
Deformable m-rep segmentation of object complexes. ISBI 2002: 26-29 - 2001
- [c6]Sarang C. Joshi, Stephen M. Pizer, P. Thomas Fletcher, Andrew Thall, Gregg Tracton:
Multi-scale 3-D Deformable Model Segmentation Based on Medial Description. IPMI 2001: 64-77 - [c4]Stephen M. Pizer, Sarang C. Joshi, P. Thomas Fletcher, Martin Styner, Gregg Tracton, James Z. Chen:
Segmentation of Single-Figure Objects by Deformable M-reps. MICCAI 2001: 862-871
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