Shantanu H. Joshi

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 30

Top Topics

Corpus Callosum

Diffusion Tensor Imaging

Top Venues

Publications

Andrew Lizarraga, Brandon Taraku, Edouardo Honig, Ying Nian Wu, Shantanu H. Joshi
Differentiable VQ-VAE's for Robust White Matter Streamline Encodings. CoRR (2023)
Anis Fradi, Chafik Samir, J. 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 (2022)
Andrew Lizarraga, Katherine L. Narr, Kristy A. Donald, Shantanu H. Joshi
StreamNet: A WAE for White Matter Streamline Analysis. CoRR (2022)
Andrew Lizarraga, Katherine L. Narr, Kirsten A. Donald, Shantanu H. Joshi
StreamNet: A WAE for White Matter Streamline Analysis. GeoMedIA (2022)
Andrew Lizarraga, David S. Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine Narr, Shantanu H. Joshi
Alignment of Tractography Streamlines Using Deformation Transfer via Parallel Transport. CDMRI@MICCAI (2021)
Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment. CVPR Workshops (2021)
Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi
SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment. CoRR (2021)
Ronan Bennett, Shantanu H. Joshi
A CNN and LSTM Network for Eye-Blink Classification from MRI Scanner Monitoring Videos. EMBC (2021)
Andrew Lizarraga, David S. Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine Narr, Shantanu H. Joshi
Alignment of Tractography Streamlines using Deformation Transfer via Parallel Transport. CoRR (2021)
Elvis Nunez, Shantanu H. Joshi
Deep Learning of Warping Functions for Shape Analysis. CVPR Workshops (2020)
Alberto Acevedo, Michael Curry, Shantanu H. Joshi, Brett Leroux, Nicholas Malaya
Vandermonde Wave Function Ansatz for Improved Variational Monte Carlo. DLS@SC (2020)
David S. Lee, Ashish Sahib, Katherine Narr, Elvis Nunez, Shantanu H. Joshi
Global Diffeomorphic Phase Alignment of Time-Series from Resting-State fMRI Data. MICCAI (7) (2020)
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)
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 (2020)
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)
Parmida Davarmanesh, Kuanhao Jiang, Tingting Ou, Artem Vysogorets, Stanislav Ivashkevich, Max Kiehn, Shantanu H. Joshi, Nicholas Malaya
Automating Artifact Detection in Video Games. CoRR (2020)
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)
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)
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)
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)
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 (2017)
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)
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)
Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga
Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. DICTA (2016)
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)
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)
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)
Brandon Ayers, Eileen Luders, Nicolas Cherbuin, Shantanu H. Joshi
Corpus callosum thickness estimation using elastic shape matching. ISBI (2015)
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)
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)
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)
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)
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 (2014)
Gautam Prasad, Shantanu H. Joshi, Paul M. Thompson
Optimizing brain connectivity networks for disease classification using EPIC. ISBI (2014)
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)
Owen R. Phillips, Kristi Clark, Eileen Luders, Ramin Azhir, Shantanu H. Joshi, Roger P. Woods, John C. Mazziotta, Arthur W. Toga, Katherine Narr
Superficial White Matter: Effects of Age, Sex, and Hemisphere. Brain Connect. 3 (2) (2013)
John D. Van Horn, Shantanu H. Joshi, Ian Bowman
Graphical data mining of human cortical surface morphometry. ISBI (2013)
Shantanu H. Joshi, Katherine 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 (2013)
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)
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)
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 (2012)
Xing An, Zhiwen Liu, Yonggang Shi, Ning Li, Yalin Wang, Shantanu H. Joshi
Modeling Dynamic Cellular Morphology in Images. MICCAI (1) (2012)
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)
Ian Bowman, Shantanu H. Joshi, Vaughan Greer, John Darrell Van Horn
Feature-similarity visualization of MRI cortical surface data. IEEE VAST (2012)
Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Bo Sun, Ivo D. Dinov, Katherine Narr, Arthur W. Toga, Roger P. Woods
Diffeomorphic Sulcal Shape Analysis on the Cortex. IEEE Trans. Medical Imaging 31 (6) (2012)
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) (2011)
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)
Ian Bowman, Shantanu H. Joshi, John D. Van Horn
Visual navigation and classification of datasets in feature similarity space. SIGGRAPH Posters (2011)
Shantanu H. Joshi, Ian Bowman, Arthur W. Toga, John D. Van Horn
Brain pattern analysis of cortical valued distributions. ISBI (2011)
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)
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) (2011)
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)
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)
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)
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)
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)
Priya Ganapathy, Jacob Yadegar, Niranajan Kamath, Shantanu H. Joshi, Calin Caluser
A multimodal sensing system for detection of traumatic brain injury. Wireless Health (2010)
Shantanu H. Joshi, Ian Bowman, John D. Van Horn
Large-scale neuroanatomical visualization using a manifold embedding approach. IEEE VAST (2010)
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)
Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Roger P. Woods, Katherine Narr, Arthur W. Toga
Diffeomorphic sulcal shape analysis for cortical surface registration. CVPR (2010)
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)
Shantanu H. Joshi, John D. Van Horn, Arthur W. Toga
Interactive exploration of neuroanatomical meta-spaces. Frontiers Neuroinformatics 3 (2009)
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)
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)
Anuj Srivastava, Chafik Samir, Shantanu H. Joshi, Mohamed Daoudi
Elastic Shape Models for Face Analysis Using Curvilinear Coordinates. J. Math. Imaging Vis. 33 (2) (2009)
Shantanu H. Joshi, Anuj Srivastava
Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images. Int. J. Comput. Vis. 81 (3) (2009)
Anuj Srivastava, Wei Liu, Shantanu H. Joshi
Modeling spatial patterns of shapes. ICIP (2008)
Anuj Srivastava, Ian Jermyn, Shantanu H. Joshi
Riemannian Analysis of Probability Density Functions with Applications in Vision. CVPR (2007)
Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn
. CVPR (2007)
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)
Washington Mio, Anuj Srivastava, Shantanu H. Joshi
On Shape of Plane Elastic Curves. Int. J. Comput. Vis. 73 (3) (2007)
Anuj Srivastava, Aastha Jain, Shantanu H. Joshi, David Kaziska
Statistical Shape Models Using Elastic-String Representations. ACCV (1) (2006)
Anuj Srivastava, Shantanu H. Joshi, David Kaziska, David Wilson
Applications of planar shape analysis to image-based inferences. ICASSP (5) (2005)
Shantanu H. Joshi, Anuj Srivastava, Washington Mio
Elastic Shape Models for Interpolations of Curves in Image Sequences. IPMI (2005)
Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu
Statistical Shape Analysis: Clustering, Learning, and Testing. IEEE Trans. Pattern Anal. Mach. Intell. 27 (4) (2005)
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) (2004)
Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu
Hierarchical Organization of Shapes for Efficient Retrieval. ECCV (3) (2004)
Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi
Geometric Analysis of Continuous, Planar Shapes. EMMCVPR (2003)