Shantanu H. Joshi

According to our database, Shantanu H. Joshi authored at least 78 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Differentiable VQ-VAE's for Robust White Matter Streamline Encodings.

Andrew Lizarraga, Brandon Taraku, Edouardo Honig, Ying Nian Wu, Shantanu H. Joshi

CoRR, 2023

2022

Nonparametric Bayesian Regression and Classification on Manifolds, With Applications to 3D Cochlear Shapes.

Anis Fradi, Chafik Samir, José Braga, Shantanu H. Joshi, Jean-Michel Loubes

IEEE Trans. Image Process., 2022

StreamNet: A WAE for White Matter Streamline Analysis.

Andrew Lizarraga, Katherine L. Narr, Kirsten A. Donald, Shantanu H. Joshi

Proceedings of the Geometric Deep Learning in Medical Image Analysis, 2022

2021

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment.

Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi

CoRR, 2021

Alignment of Tractography Streamlines Using Deformation Transfer via Parallel Transport.

Andrew Lizarraga, David S. Lee, Antoni Kubicki, Ashish Sahib, Elvis Nunez, Katherine L. Narr, Shantanu H. Joshi

Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021

A CNN and LSTM Network for Eye-Blink Classification from MRI Scanner Monitoring Videos.

Ronan Bennett, Shantanu H. Joshi

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment.

Elvis Nunez, Andrew Lizarraga, Shantanu H. Joshi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Neuroimaging young children and associations with neurocognitive development in a South African birth cohort study.

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

NeuroImage, 2020

Automating Artifact Detection in Video Games.

Parmida Davarmanesh, Kuanhao Jiang, Tingting Ou, Artem Vysogorets, Stanislav Ivashkevich, Max Kiehn, Shantanu H. Joshi, Nicholas Malaya

CoRR, 2020

Vandermonde Wave Function Ansatz for Improved Variational Monte Carlo.

Alberto Acevedo, Michael Curry, Shantanu H. Joshi, Brett Leroux, Nicholas Malaya

Proceedings of the Fourth IEEE/ACM Workshop on Deep Learning on Supercomputers, 2020

Global Diffeomorphic Phase Alignment of Time-Series from Resting-State fMRI Data.

David S. Lee, Ashish Sahib, Katherine L. Narr, Elvis Nunez, Shantanu H. Joshi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Brain Network Connectivity from Matching Cortical Feature Densities.

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

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Mapping Cerebral Connectivity Changes after Mild Traumatic Brain Injury in Older Adults Using Diffusion Tensor Imaging and Riemannian Matching of Elastic Curves.

Andrei Irimia, Di Fan, Nikhil N. Chaudhari, Van Ngo, Fan Zhang, Shantanu H. Joshi, Lauren J. O'Donnell

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Deep Learning of Warping Functions for Shape Analysis.

Elvis Nunez, Shantanu H. Joshi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Multimodal Data Registration for Brain Structural Association Networks.

David S. Lee, Ashish Sahib, Benjamin S. C. Wade, Katherine L. Narr, Gerhard Hellemann, Roger P. Woods, Shantanu H. Joshi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Elastic Registration of Single Subject Task Based fMRI Signals.

David S. Lee, Joana R. Loureiro, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Machine learning on high dimensional shape data from subcortical brain surfaces: A comparison of feature selection and classification methods.

Benjamin S. C. Wade, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson

Pattern Recognit., 2017

Measuring Brain Connectivity via Shape Analysis of fMRI Time Courses and Spectra.

David S. Lee, Amber M. Leaver, Katherine L. Narr, Roger P. Woods, Shantanu H. Joshi

Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

Data-driven cluster selection for subcortical shape and cortical thickness predicts recovery from depressive symptoms.

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

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes.

Susovan Pal, Roger P. Woods, Suchit Panjiyar, Elizabeth R. Sowell, Katherine L. Narr, Shantanu H. Joshi

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016

Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease.

Shantanu H. Joshi, Qian Xie, Sebastian Kurtek, Anuj Srivastava, Hamid Laga

Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves.

Chafik Samir, Sebastian Kurtek, Justin Strait, Shantanu H. Joshi

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Subcortical shape and volume abnormalities in an elderly HIV+ cohort.

Benjamin S. C. Wade, Victor G. Valcour, Edgar Busovaca, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Yalin Wang, Paul M. Thompson

Proceedings of the Medical Imaging 2015: Biomedical Applications in Molecular, 2015

Mapping abnormal subcortical brain morphometry in an elderly HIV+ cohort.

Benjamin S. C. Wade, Victor G. Valcour, Lauren Wendelken-Riegelhaupt, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Yalin Wang, Paul M. Thompson

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Random forest classification of depression status based on subcortical brain morphometry following electroconvulsive therapy.

Benjamin S. C. Wade, Shantanu H. Joshi, Tara Pirnia, Amber M. Leaver, Roger P. Woods, Paul M. Thompson, Randall Espinoza, Katherine L. Narr

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Denoising of MR spectroscopy signals using total variation and iterative Gauss-Seidel gradient updates.

Shantanu H. Joshi, Antonio Marquina, Stephanie Njau, Katherine L. Narr, Roger P. Woods

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Corpus callosum thickness estimation using elastic shape matching.

Brandon Ayers, Eileen Luders, Nicolas Cherbuin, Shantanu H. Joshi

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Automatic clustering and population analysis of white matter tracts using maximum density paths.

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

NeuroImage, 2014

Characterizing white matter connectivity in major depressive disorder: Automated fiber quantification and maximum density paths.

Matthew D. Sacchet, Gautam Prasad, Lara C. Foland-Ross, Shantanu H. Joshi, J. Paul Hamilton, Paul M. Thompson, Ian H. Gotlib

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Optimizing brain connectivity networks for disease classification using EPIC.

Gautam Prasad, Shantanu H. Joshi, Paul M. Thompson

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Reproducibility of brain-cognition relationships using different cortical surface-based analysis protocols.

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

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Statistical shape analysis of the corpus callosum in Schizophrenia.

Shantanu H. Joshi, Katherine L. Narr, Owen R. Phillips, Keith H. Nuechterlein, Robert F. Asarnow, Arthur W. Toga, Roger P. Woods

NeuroImage, 2013

Superficial White Matter: Effects of Age, Sex, and Hemisphere.

Owen R. Phillips, Kristi Clark, Eileen Luders, Ramin Azhir, Shantanu H. Joshi, Roger P. Woods, John C. Mazziotta, Arthur W. Toga, Katherine L. Narr

Brain Connect., 2013

A Dynamical Clustering Model of Brain Connectivity Inspired by the N-Body Problem.

Gautam Prasad, Josh Burkart, Shantanu H. Joshi, Talia M. Nir, Arthur W. Toga, Paul M. Thompson

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Mapping Dynamic Changes in Ventricular Volume onto Baseline Cortical Surfaces in Normal Aging, MCI, and Alzheimer's Disease.

Sarah K. Madsen, Boris Gutman, Shantanu H. Joshi, Arthur W. Toga, Clifford R. Jack Jr., Michael W. Weiner, Paul M. Thompson

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Flow-based network measures of brain connectivity in Alzheimer's disease.

Gautam Prasad, Shantanu H. Joshi, Talia M. Nir, Arthur W. Toga, Paul M. Thompson

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Graphical data mining of human cortical surface morphometry.

John D. Van Horn, Shantanu H. Joshi, Ian Bowman

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

Diffeomorphic Sulcal Shape Analysis on the Cortex.

Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Bo Sun, Ivo D. Dinov, Katherine L. Narr, Arthur W. Toga, Roger P. Woods

IEEE Trans. Medical Imaging, 2012

Visual Systems for Interactive Exploration and Mining of Large-Scale Neuroimaging Data Archives.

Ian Bowman, Shantanu H. Joshi, John D. Van Horn

Frontiers Neuroinformatics, 2012

Modeling Dynamic Cellular Morphology in Images.

Xing An, Zhiwen Liu, Yonggang Shi, Ning Li, Yalin Wang, Shantanu H. Joshi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Genetic influences on sulcal patterns of the brain.

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

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Feature-similarity visualization of MRI cortical surface data.

Ian Bowman, Shantanu H. Joshi, Vaughan Greer, John Darrell Van Horn

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

2011

Shape Analysis of Elastic Curves in Euclidean Spaces.

Anuj Srivastava, Eric Klassen, Shantanu H. Joshi, Ian H. Jermyn

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Resting-state fMRI can reliably map neural networks in children.

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

NeuroImage, 2011

Visual navigation and classification of datasets in feature similarity space.

Ian Bowman, Shantanu H. Joshi, John D. Van Horn

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins.

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

Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 2011

Evaluation of connectivity measures and anatomical features for statistical brain networks.

Anand A. Joshi, Shantanu H. Joshi, Moriah E. Thomason, Ivo D. Dinov, Arthur W. Toga

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Brain pattern analysis of cortical valued distributions.

Shantanu H. Joshi, Ian Bowman, Arthur W. Toga, John D. Van Horn

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Query-based coordinated multiple views with Feature Similarity Space for visual analysis of MRI repositories.

Ian Bowman, Shantanu H. Joshi, John Darrell Van Horn

Proceedings of the 6th IEEE Conference on Visual Analytics Science and Technology, 2011

Fast edge-filtered image upsampling.

Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, Arthur W. Toga, John D. Van Horn

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010

A multimodal sensing system for detection of traumatic brain injury.

Priya Ganapathy, Jacob Yadegar, Niranajan Kamath, Shantanu H. Joshi, Calin Caluser

Proceedings of Wireless Health 2010, 2010

An intelligent and portable ambulatory medical toolkit for automatic detection and assessment of traumatic brain injuries.

Priya Ganapathy, Shantanu H. Joshi, Jacob Yadegar, Niranjan Kamat, Calin Caluser

Proceedings of Wireless Health 2010, 2010

Visual mining of neuro-metaspaces.

Shantanu H. Joshi, Ian Bowman, Robin Jennings, David Hasson, Zhizhong Liu, Arthur W. Toga, John D. Van Horn

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A genetic analysis of cortical thickness in 372 twins.

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

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Anatomical structural network analysis of human brain using partial correlations of gray matter volumes.

Anand A. Joshi, Shantanu H. Joshi, Ivo D. Dinov, David W. Shattuck, Richard M. Leahy, Arthur W. Toga

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Large-scale neuroanatomical visualization using a manifold embedding approach.

Shantanu H. Joshi, Ian Bowman, John D. Van Horn

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Diffeomorphic sulcal shape analysis for cortical surface registration.

Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Roger P. Woods, Katherine L. Narr, Arthur W. Toga

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Elastic Shape Models for Face Analysis Using Curvilinear Coordinates.

Anuj Srivastava, Chafik Samir, Shantanu H. Joshi, Mohamed Daoudi

J. Math. Imaging Vis., 2009

Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images.

Shantanu H. Joshi, Anuj Srivastava

Int. J. Comput. Vis., 2009

Interactive exploration of neuroanatomical meta-spaces.

Shantanu H. Joshi, John D. Van Horn, Arthur W. Toga

Frontiers Neuroinformatics, 2009

Edge-Enhanced Image Reconstruction Using (TV) Total Variation and Bregman Refinement.

Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, John D. Van Horn, Arthur W. Toga

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

MRI Resolution Enhancement Using Total Variation Regularization.

Shantanu H. Joshi, Antonio Marquina, Stanley J. Osher, Ivo D. Dinov, John D. Van Horn, Arthur W. Toga

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Modeling spatial patterns of shapes.

Anuj Srivastava, Wei Liu, Shantanu H. Joshi

Proceedings of the International Conference on Image Processing, 2008

2007

On Shape of Plane Elastic Curves.

Washington Mio, Anuj Srivastava, Shantanu H. Joshi

Int. J. Comput. Vis., 2007

Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves.

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Riemannian Analysis of Probability Density Functions with Applications in Vision.

Anuj Srivastava, Ian Jermyn, Shantanu H. Joshi

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Novel Representation for Riemannian Analysis of Elastic Curves in Rⁿ.

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Statistical Shape Models Using Elastic-String Representations.

Anuj Srivastava, Aastha Jain, Shantanu H. Joshi, David Kaziska

Proceedings of the Computer Vision, 2006

Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences.

Shantanu H. Joshi, David Kaziska, Anuj Srivastava, Washington Mio

Proceedings of the Statistics and Analysis of Shapes, 2006

Planar Shape Analysis and Its Applications in Image-Based Inferences.

Anuj Srivastava, Shantanu H. Joshi, David Kaziska, D. Wilson

Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

Diffeomorphic Point Matching.

H. Guo, A. Rangarajan, Shantanu H. Joshi

Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005

Statistical Shape Analysis: Clustering, Learning, and Testing.

Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Elastic Shape Models for Interpolations of Curves in Image Sequences.

Shantanu H. Joshi, Anuj Srivastava, Washington Mio

Proceedings of the Information Processing in Medical Imaging, 2005

Applications of planar shape analysis to image-based inferences.

Anuj Srivastava, Shantanu H. Joshi, David Kaziska, David Wilson

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces.

Eric Klassen, Anuj Srivastava, Washington Mio, Shantanu H. Joshi

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Hierarchical Organization of Shapes for Efficient Retrieval.

Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu

Proceedings of the Computer Vision, 2004

2003

Geometric Analysis of Continuous, Planar Shapes.

Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003