Geometric Analysis of Continuous, Planar Shapes. - Anuj Srivastava; Washington Mio; Eric Klassen; Shantanu H. Joshi (EMMCVPR, 2003)

Hierarchical Organization of Shapes for Efficient Retrieval. - Shantanu H. Joshi; Anuj Srivastava; Washington Mio; Xiuwen Liu (ECCV (3), 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)

Applications of planar shape analysis to image-based inferences. - Anuj Srivastava; Shantanu H. Joshi; David Kaziska; David Wilson (ICASSP (5), 2005)

Elastic Shape Models for Interpolations of Curves in Image Sequences. - Shantanu H. Joshi; Anuj Srivastava; Washington Mio (IPMI, 2005)

Statistical Shape Analysis: Clustering, Learning, and Testing. - Anuj Srivastava; Shantanu H. Joshi; Washington Mio; Xiuwen Liu (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Diffeomorphic Point Matching. - H. Guo; Anand Rangarajan 001; Shantanu H. Joshi (Handbook of Mathematical Models in Computer Vision, 2006)

Planar Shape Analysis and Its Applications in Image-Based Inferences. - Anuj Srivastava; Shantanu H. Joshi; David Kaziska; D. Wilson (Handbook of Mathematical Models in Computer Vision, 2006)

Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences. - Shantanu H. Joshi; David Kaziska; Anuj Srivastava; Washington Mio (Statistics and Analysis of Shapes, 2006)

Statistical Shape Models Using Elastic-String Representations. - Anuj Srivastava; Aastha Jain; Shantanu H. Joshi; David Kaziska (ACCV (1), 2006)

A Novel Representation for Riemannian Analysis of Elastic Curves in Rn. - Shantanu H. Joshi; Eric Klassen; Anuj Srivastava; Ian Jermyn (CVPR, 2007)

Riemannian Analysis of Probability Density Functions with Applications in Vision. - Anuj Srivastava; Ian Jermyn; Shantanu H. Joshi (CVPR, 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 (EMMCVPR, 2007)

On Shape of Plane Elastic Curves. - Washington Mio; Anuj Srivastava; Shantanu H. Joshi (Int. J. Comput. Vis., 2007)

Modeling spatial patterns of shapes. - Anuj Srivastava; Wei Liu; Shantanu H. Joshi (ICIP, 2008)

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 (ISBI, 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 (SSVM, 2009)

Interactive exploration of neuroanatomical meta-spaces. - Shantanu H. Joshi; John D. Van Horn; Arthur W. Toga (Frontiers Neuroinformatics, 2009)

Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images. - Shantanu H. Joshi; Anuj Srivastava (Int. J. Comput. Vis., 2009)

Elastic Shape Models for Face Analysis Using Curvilinear Coordinates. - Anuj Srivastava; Chafik Samir; Shantanu H. Joshi; Mohamed Daoudi (J. Math. Imaging Vis., 2009)

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 (CVPR, 2010)

Large-scale neuroanatomical visualization using a manifold embedding approach. - Shantanu H. Joshi; Ian Bowman; John D. Van Horn (IEEE VAST, 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 (ISBI, 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 (ISBI, 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 (MICCAI (1), 2010)

Visual mining of neuro-metaspaces. - Shantanu H. Joshi; Ian Bowman; Robin Jennings; David Hasson; Zhizhong Liu; Arthur W. Toga; John D. Van Horn (SIGGRAPH Posters, 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 (Wireless Health, 2010)

A multimodal sensing system for detection of traumatic brain injury. - Priya Ganapathy; Jacob Yadegar; Niranajan Kamath; Shantanu H. Joshi; Calin Caluser (Wireless Health, 2010)

Fast edge-filtered image upsampling. - Shantanu H. Joshi; Antonio Marquina; Stanley J. Osher; Ivo D. Dinov; Arthur W. Toga; John D. Van Horn (ICIP, 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 (IEEE VAST, 2011)

Brain pattern analysis of cortical valued distributions. - Shantanu H. Joshi; Ian Bowman; Arthur W. Toga; John D. Van Horn (ISBI, 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 (ISBI, 2011)

Heritability of White Matter Fiber Tract Shapes: A HARDI Study of 198 Twins. - Yan Jin 001; 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 (MBIA, 2011)

Visual navigation and classification of datasets in feature similarity space. - Ian Bowman; Shantanu H. Joshi; John D. Van Horn (SIGGRAPH Posters, 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; et al. (NeuroImage, 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)

Feature-similarity visualization of MRI cortical surface data. - Ian Bowman; Shantanu H. Joshi; Vaughan Greer; John Darrell Van Horn (IEEE VAST, 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 (ISBI, 2012)

Modeling Dynamic Cellular Morphology in Images. - Xing An; Zhiwen Liu; Yonggang Shi; Ning Li; Yalin Wang 001; Shantanu H. Joshi (MICCAI (1), 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)

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)

Graphical data mining of human cortical surface morphometry. - John D. Van Horn; Shantanu H. Joshi; Ian Bowman (ISBI, 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 (ISBI, 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 (MBIA, 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 (MBIA, 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)

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)

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 (ISBI, 2014)

Optimizing brain connectivity networks for disease classification using EPIC. - Gautam Prasad; Shantanu H. Joshi; Paul M. Thompson (ISBI, 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 (ISBI, 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; et al. (NeuroImage, 2014)

Corpus callosum thickness estimation using elastic shape matching. - Brandon Ayers; Eileen Luders; Nicolas Cherbuin; Shantanu H. Joshi (ISBI, 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 (ISBI, 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 (ISBI, 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 001; Paul M. Thompson (ISBI, 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 001; Paul M. Thompson (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2015)

A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves. - Chafik Samir; Sebastian Kurtek; Justin D. Strait; Shantanu H. Joshi (CVPR Workshops, 2016)

Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease. - Shantanu H. Joshi; Qian Xie 003; Sebastian Kurtek; Anuj Srivastava; Hamid Laga (DICTA, 2016)

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 (CVPR Workshops, 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 (ISBI, 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 (CNI@MICCAI, 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)

Elastic Registration of Single Subject Task Based fMRI Signals. - David S. Lee; Joana R. Loureiro; Katherine L. Narr; Roger P. Woods; Shantanu H. Joshi (MICCAI (3), 2018)

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 (MICCAI (2), 2019)

Deep Learning of Warping Functions for Shape Analysis. - Elvis Nunez; Shantanu H. Joshi (CVPR Workshops, 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 013; Shantanu H. Joshi; Lauren J. O'Donnell (ISBI, 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; et al. (ISBI, 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 (MICCAI (7), 2020)

Vandermonde Wave Function Ansatz for Improved Variational Monte Carlo. - Alberto Acevedo; Michael Curry 002; Shantanu H. Joshi; Brett Leroux; Nicholas Malaya (DLS@SC, 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)

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; et al. (NeuroImage, 2020)

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Functional Alignment. - Elvis Nunez; Andrew Lizarraga; Shantanu H. Joshi (CVPR Workshops, 2021)

A CNN and LSTM Network for Eye-Blink Classification from MRI Scanner Monitoring Videos. - Ronan Bennett; Shantanu H. Joshi (EMBC, 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 (CDMRI@MICCAI, 2021)

SrvfNet: A Generative Network for Unsupervised Multiple Diffeomorphic Shape Alignment. - Elvis Nunez; Andrew Lizarraga; Shantanu H. Joshi (CoRR, 2021)

StreamNet: A WAE for White Matter Streamline Analysis. - Andrew Lizarraga; Katherine L. Narr; Kirsten A. Donald; Shantanu H. Joshi (GeoMedIA, 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)

Differentiable VQ-VAE's for Robust White Matter Streamline Encodings. - Andrew Lizarraga; Brandon Taraku; Edouardo Honig; Ying Nian Wu; Shantanu H. Joshi (ISBI, 2024)