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ORCIDShantanu H. Joshi
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- affiliation: University of California, Los Angeles, Department of Neurology
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2020 – today
- 2024
[c58]Andrew Lizarraga, Brandon Taraku, Edouardo Honig, Ying Nian Wu, Shantanu H. Joshi:
Differentiable VQ-VAE's for Robust White Matter Streamline Encodings. ISBI 2024: 1-5- 2023
- [i5]Andrew Lizarraga, Brandon Taraku, Edouardo Honig, Ying Nian Wu, Shantanu H. Joshi:
Differentiable VQ-VAE's for Robust White Matter Streamline Encodings. CoRR abs/2311.06212 (2023) - 2022
- [j16]Anis Fradi
, Chafik Samir, José Braga, Shantanu H. Joshi, Jean-Michel Loubes:
Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes. IEEE Trans. Image Process. 31: 2598-2607 (2022) - [c57]Andrew Lizarraga, Katherine L. Narr, Kirsten A. Donald, Shantanu H. Joshi:
StreamNet: A WAE for White Matter Streamline Analysis. GeoMedIA 2022: 172-182 - [i4]Andrew Lizarraga, Katherine L. Narr, Kristy A. Donald, Shantanu H. Joshi:
StreamNet: A WAE for White Matter Streamline Analysis. CoRR abs/2209.01498 (2022) - 2021
- [c56]Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi:
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment. CVPR Workshops 2021: 4481-4489 - [c55]Ronan Bennett, Shantanu H. Joshi:
A CNN and LSTM Network for Eye-Blink Classification from MRI Scanner Monitoring Videos. EMBC 2021: 3463-3466 - [c54]Andrew Lizarraga, David S. Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine L. Narr, Shantanu H. Joshi:
Alignment of Tractography Streamlines Using Deformation Transfer via Parallel Transport. CDMRI@MICCAI 2021: 96-105 - [i3]Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi:
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment. CoRR abs/2104.13449 (2021) - [i2]Andrew Lizarraga, David S. Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine L. Narr, Shantanu H. Joshi:
Alignment of Tractography Streamlines using Deformation Transfer via Parallel Transport. CoRR abs/2108.03697 (2021) - 2020
- [j15]Catherine J. Wedderburn, Sivenesi Subramoney, Shunmay Yeung, Jean-Paul Fouche, Shantanu H. Joshi, Katherine L. Narr, Andrea M. Rehman, Annerine Roos, Jonathan Ipser, Frances C. Robertson, Nynke A. Groenewold, Diana M. Gibb, Heather J. Zar, Dan J. Stein, Kirsten A. Donald:
Neuroimaging young children and associations with neurocognitive development in a South African birth cohort study. NeuroImage 219: 116846 (2020) - [c53]Elvis Nunez, Shantanu H. Joshi:
Deep Learning of Warping Functions for Shape Analysis. CVPR Workshops 2020: 3782-3790 - [c52]David S. Lee, Kirsten A. Donald, Taykhoom Dalal, Catherine J. Wedderburn, Annerine Roos, Jonathan Ipser, Sivenesi Subramoney, Heather J. Zar, Dan J. Stein, Katherine L. Narr, Gerhard Hellemann, Roger P. Woods, Shantanu H. Joshi:
Brain Network Connectivity from Matching Cortical Feature Densities. ISBI 2020: 995-998 - [c51]Andrei Irimia, Di Fan, Nikhil N. Chaudhari, Van Ngo, Fan Zhang, Shantanu H. Joshi, Lauren J. O'Donnell:
Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic Curves. ISBI 2020: 1690-1693 - [c50]David S. Lee, Ashish Sahib, Katherine L. Narr, Elvis Nunez, Shantanu H. Joshi:
Global Diffeomorphic Phase Alignment of Time-Series from Resting-State fMRI Data. MICCAI (7) 2020: 518-527 - [c49]Alberto Acevedo, Michael Curry, Shantanu H. Joshi, Brett Leroux, Nicholas Malaya:
Vandermonde Wave Function Ansatz for Improved Variational Monte Carlo. DLS@SC 2020: 40-47 - [i1]Parmida Davarmanesh, Kuanhao Jiang, Tingting Ou, Artem Vysogorets, Stanislav Ivashkevich, Max Kiehn, Shantanu H. Joshi, Nicholas Malaya:
Automating Artifact Detection in Video Games. CoRR abs/2011.15103 (2020)
2010 – 2019
- 2019
- [c48]David S. Lee, Ashish Sahib, Benjamin S. C. Wade, Katherine L. Narr, Gerhard Hellemann, Roger P. Woods, Shantanu H. Joshi:
Multimodal Data Registration for Brain Structural Association Networks. MICCAI (2) 2019: 373-381 - 2018
- [c47]David S. Lee, Joana R. Loureiro, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi:
Elastic Registration of Single Subject Task Based fMRI Signals. MICCAI (3) 2018: 154-162 - 2017
- [j14]Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson:
Machine learning on high dimensional shape data from subcortical brain surfaces: A comparison of feature selection and classification methods. Pattern Recognit. 63: 731-739 (2017) - [c46]Susovan Pal, Roger P. Woods, Suchit Panjiyar, Elizabeth R. Sowell, Katherine L. Narr, Shantanu H. Joshi:
A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes. CVPR Workshops 2017: 726-734 - [c45]Benjamin S. C. Wade, Jing Sui, Stephanie Njau, Amber M. Leaver, Megha Vasvada, Boris A. Gutman, Paul M. Thompson, Randall Espinoza, Roger P. Woods, Christopher C. Abbott, Katherine L. Narr, Shantanu H. Joshi:
Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms. ISBI 2017: 502-506 - [c44]David S. Lee, Amber M. Leaver, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi:
Measuring Brain Connectivity via Shape Analysis of fMRI Time Courses and Spectra. CNI@MICCAI 2017: 125-133 - 2016
- [c43]Chafik Samir, Sebastian Kurtek, Justin Strait, Shantanu H. Joshi:
A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. CVPR Workshops 2016: 972-980 - [c42]Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga:
Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA 2016: 1-8 - 2015
- [c41]Benjamin S. C. Wade, Shantanu H. Joshi, Tara Pirnia, Amber M. Leaver, Roger P. Woods, Paul M. Thompson, Randall Espinoza, Katherine L. Narr:
Random forest classification of depression status based on subcortical brain morphometry following electroconvulsive therapy. ISBI 2015: 92-96 - [c40]Shantanu H. Joshi, Antonio Marquina, Stephanie Njau, Katherine L. Narr, Roger P. Woods:
Denoising of MR spectroscopy signals using total variation and iterative Gauss-Seidel gradient updates. ISBI 2015: 576-579 - [c39]Benjamin S. C. Wade, Victor G. Valcour, Lauren Wendelken-Riegelhaupt, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Yalin Wang, Paul M. Thompson:
Mapping abnormal subcortical brain morphometry in an elderly HIV+ cohort. ISBI 2015: 971-975 - [c38]Brandon Ayers, Eileen Luders, Nicolas Cherbuin, Shantanu H. Joshi:
Corpus callosum thickness estimation using elastic shape matching. ISBI 2015: 1518-1521 - [c37]Benjamin S. C. Wade, Victor G. Valcour, Edgar Busovaca, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Yalin Wang, Paul M. Thompson:
Subcortical shape and volume abnormalities in an elderly HIV+ cohort. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2015: 94171S - [c36]Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson:
Machine Learning on High Dimensional Shape Data from Subcortical Brain Surfaces: A Comparison of Feature Selection and Classification Methods. MLMI 2015: 36-43 - 2014
- [j13]Gautam Prasad, Shantanu H. Joshi, Neda Jahanshad, Julio Villalon-Reina, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Katie L. McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson:
Automatic clustering and population analysis of white matter tracts using maximum density paths. NeuroImage 97: 284-295 (2014) - [c35]Matthew D. Sacchet, Gautam Prasad, Lara C. Foland-Ross, Shantanu H. Joshi, J. Paul Hamilton, Paul M. Thompson, Ian H. Gotlib:
Characterizing white matter connectivity in major depressive disorder: Automated fiber quantification and maximum density paths. ISBI 2014: 592-595 - [c34]Gautam Prasad, Shantanu H. Joshi, Paul M. Thompson:
Optimizing brain connectivity networks for disease classification using EPIC. ISBI 2014: 834-837 - [c33]Kenia Martínez, Anand A. Joshi, Sarah K. Madsen, Shantanu H. Joshi, Sherif Karama, Francisco J. Román, Julio Villalon-Reina, Miguel Burgaleta, Paul M. Thompson, Roberto Colom:
Reproducibility of brain-cognition relationships using different cortical surface-based analysis protocols. ISBI 2014: 1019-1022 - 2013
- [j12]Owen R. Phillips, Kristi Clark, Eileen Luders, Ramin Azhir, Shantanu H. Joshi, Roger P. Woods, John C. Mazziotta, Arthur W. Toga, Katherine L. Narr:
Superficial White Matter: Effects of Age, Sex, and Hemisphere. Brain Connect. 3(2): 146-159 (2013) - [j11]Shantanu H. Joshi, Katherine L. Narr, Owen R. Phillips, Keith H. Nuechterlein, Robert F. Asarnow, Arthur W. Toga, Roger P. Woods:
Statistical shape analysis of the corpus callosum in Schizophrenia. NeuroImage 64: 547-559 (2013) - [c32]John D. Van Horn, Shantanu H. Joshi, Ian Bowman:
Graphical data mining of human cortical surface morphometry. ISBI 2013: 194-197 - [c31]Gautam Prasad, Shantanu H. Joshi, Talia M. Nir, Arthur W. Toga, Paul M. Thompson:
Flow-based network measures of brain connectivity in Alzheimer's disease. ISBI 2013: 258-261 - [c30]Sarah K. Madsen, Boris Gutman, Shantanu H. Joshi, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson:
Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer's Disease. MBIA 2013: 84-94 - [c29]Gautam Prasad, Josh Burkart, Shantanu H. Joshi, Talia M. Nir, Arthur W. Toga, Paul M. Thompson:
A Dynamical Clustering Model of Brain Connectivity Inspired by the N-Body Problem. MBIA 2013: 129-137 - 2012
- [j10]Ian Bowman, Shantanu H. Joshi, John D. Van Horn:
Visual Systems for Interactive Exploration and Mining of Large-Scale Neuroimaging Data Archives. Frontiers Neuroinformatics 6: 11 (2012) - [j9]Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Bo Sun, Ivo D. Dinov, Katherine L. Narr, Arthur W. Toga, Roger P. Woods:
Diffeomorphic Sulcal Shape Analysis on the Cortex. IEEE Trans. Medical Imaging 31(6): 1195-1212 (2012) - [c28]Ian Bowman, Shantanu H. Joshi, Vaughan Greer, John Darrell Van Horn:
Feature-similarity visualization of MRI cortical surface data. IEEE VAST 2012: 211-212 - [c27]Shantanu H. Joshi, Anand A. Joshi, Boris Gutman, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson:
Genetic influences on sulcal patterns of the brain. ISBI 2012: 414-417 - [c26]Xing An, Zhiwen Liu, Yonggang Shi, Ning Li, Yalin Wang, Shantanu H. Joshi:
Modeling Dynamic Cellular Morphology in Images. MICCAI (1) 2012: 340-347 - 2011
- [j8]Moriah E. Thomason, Emily L. Dennis, Anand A. Joshi, Shantanu H. Joshi, Ivo D. Dinov, Catie Chang, Melissa L. Henry, Rebecca F. Johnson, Paul M. Thompson, Arthur W. Toga, Gary H. Glover, John D. Van Horn, Ian H. Gotlib:
Resting-state fMRI can reliably map neural networks in children. NeuroImage 55(1): 165-175 (2011) - [j7]Anuj Srivastava, Eric Klassen, Shantanu H. Joshi, Ian H. Jermyn:
Shape Analysis of Elastic Curves in Euclidean Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1415-1428 (2011) - [c25]Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, Arthur W. Toga, John D. Van Horn:
Fast edge-filtered image upsampling. ICIP 2011: 1165-1168 - [c24]Ian Bowman, Shantanu H. Joshi, John Darrell Van Horn:
Query-based coordinated multiple views with Feature Similarity Space for visual analysis of MRI repositories. IEEE VAST 2011: 267-268 - [c23]Anand A. Joshi, Shantanu H. Joshi, Moriah E. Thomason, Ivo D. Dinov, Arthur W. Toga:
Evaluation of connectivity measures and anatomical features for statistical brain networks. ISBI 2011: 836-840 - [c22]Shantanu H. Joshi, Ian Bowman, Arthur W. Toga, John D. Van Horn:
Brain pattern analysis of cortical valued distributions. ISBI 2011: 1117-1120 - [c21]Yan Jin, Yonggang Shi, Shantanu H. Joshi, Neda Jahanshad, Liang Zhan, Greig I. de Zubicaray, Katie McMahon, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson:
Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins. MBIA 2011: 35-43 - [c20]Ian Bowman, Shantanu H. Joshi, John D. Van Horn:
Visual navigation and classification of datasets in feature similarity space. SIGGRAPH Posters 2011: 91 - 2010
- [c19]Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Roger P. Woods, Katherine L. Narr, Arthur W. Toga:
Diffeomorphic sulcal shape analysis for cortical surface registration. CVPR 2010: 475-482 - [c18]Shantanu H. Joshi, Ian Bowman, John D. Van Horn:
Large-scale neuroanatomical visualization using a manifold embedding approach. IEEE VAST 2010: 237-238 - [c17]Anand A. Joshi, Natasha Leporé, Shantanu H. Joshi, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Margaret J. Wright, Katie McMahon, Arthur W. Toga, Paul M. Thompson:
A genetic analysis of cortical thickness in 372 twins. ISBI 2010: 101-104 - [c16]Anand A. Joshi, Shantanu H. Joshi, Ivo D. Dinov, David W. Shattuck, Richard M. Leahy, Arthur W. Toga:
Anatomical structural network analysis of human brain using partial correlations of gray matter volumes. ISBI 2010: 844-847 - [c15]Shantanu H. Joshi, Ryan P. Cabeen, Bo Sun, Anand A. Joshi, Boris Gutman, Alen Zamanyan, Shruthi Chakrapani, Ivo D. Dinov, Roger P. Woods, Arthur W. Toga:
Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach. MICCAI (1) 2010: 357-366 - [c14]Shantanu H. Joshi, Ian Bowman, Robin Jennings, David Hasson, Zhizhong Liu, Arthur W. Toga, John D. Van Horn:
Visual mining of neuro-metaspaces. SIGGRAPH Posters 2010: 152:1 - [c13]Priya Ganapathy, Shantanu H. Joshi, Jacob Yadegar, Niranjan Kamat, Calin Caluser:
An intelligent and portable ambulatory medical toolkit for automatic detection and assessment of traumatic brain injuries. Wireless Health 2010: 24-33 - [c12]Priya Ganapathy, Jacob Yadegar, Niranajan Kamath, Shantanu H. Joshi, Calin Caluser:
A multimodal sensing system for detection of traumatic brain injury. Wireless Health 2010: 198-199
2000 – 2009
- 2009
- [j6]Shantanu H. Joshi, John D. Van Horn, Arthur W. Toga:
Interactive exploration of neuroanatomical meta-spaces. Frontiers Neuroinformatics 3: 38 (2009) - [j5]Shantanu H. Joshi, Anuj Srivastava:
Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images. Int. J. Comput. Vis. 81(3): 331-355 (2009) - [j4]Anuj Srivastava, Chafik Samir, Shantanu H. Joshi, Mohamed Daoudi:
Elastic Shape Models for Face Analysis Using Curvilinear Coordinates. J. Math. Imaging Vis. 33(2): 253-265 (2009) - [c11]Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, John D. Van Horn, Arthur W. Toga:
MRI Resolution Enhancement Using Total Variation Regularization. ISBI 2009: 161-164 - [c10]Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, John D. Van Horn, Arthur W. Toga:
Edge-Enhanced Image Reconstruction Using (TV) Total Variation and Bregman Refinement. SSVM 2009: 389-400 - 2008
- [c9]Anuj Srivastava, Wei Liu, Shantanu H. Joshi:
Modeling spatial patterns of shapes. ICIP 2008: 1144-1147 - 2007
- [j3]Washington Mio, Anuj Srivastava, Shantanu H. Joshi:
On Shape of Plane Elastic Curves. Int. J. Comput. Vis. 73(3): 307-324 (2007) - [c8]Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn:
A Novel Representation for Riemannian Analysis of Elastic Curves in Rn. CVPR 2007 - [c7]Anuj Srivastava, Ian Jermyn, Shantanu H. Joshi:
Riemannian Analysis of Probability Density Functions with Applications in Vision. CVPR 2007 - [c6]Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn:
Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves. EMMCVPR 2007: 387-398 - 2006
- [c5]Anuj Srivastava, Aastha Jain, Shantanu H. Joshi, David Kaziska:
Statistical Shape Models Using Elastic-String Representations. ACCV (1) 2006: 612-621 - [p3]Anuj Srivastava, Shantanu H. Joshi, David Kaziska, D. Wilson:
Planar Shape Analysis and Its Applications in Image-Based Inferences. Handbook of Mathematical Models in Computer Vision 2006: 189-203 - [p2]H. Guo, Anand Rangarajan, Shantanu H. Joshi:
Diffeomorphic Point Matching. Handbook of Mathematical Models in Computer Vision 2006: 205-219 - [p1]Shantanu H. Joshi, David Kaziska, Anuj Srivastava, Washington Mio:
Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences. Statistics and Analysis of Shapes 2006: 313-333 - 2005
- [j2]Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu:
Statistical Shape Analysis: Clustering, Learning, and Testing. IEEE Trans. Pattern Anal. Mach. Intell. 27(4): 590-602 (2005) - [c4]Anuj Srivastava, Shantanu H. Joshi, David Kaziska, David Wilson:
Applications of planar shape analysis to image-based inferences. ICASSP (5) 2005: 1037-1040 - [c3]Shantanu H. Joshi, Anuj Srivastava, Washington Mio:
Elastic Shape Models for Interpolations of Curves in Image Sequences. IPMI 2005: 541-552 - 2004
- [j1]Eric Klassen, Anuj Srivastava, Washington Mio, Shantanu H. Joshi:
Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 26(3): 372-383 (2004) - [c2]Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu:
Hierarchical Organization of Shapes for Efficient Retrieval. ECCV (3) 2004: 570-581 - 2003
- [c1]Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi:
Geometric Analysis of Continuous, Planar Shapes. EMMCVPR 2003: 341-356
Coauthor Index
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