Individualizing Anatomical Atlases of the Head. - Gary E. Christensen; Sarang C. Joshi; Michael I. Miller (VBC, 1996)

Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces. - Sarang C. Joshi; Ayananshu Banerjee; Gary E. Christensen; John G. Csernansky; John W. Haller; Michael I. Miller; Lei E. Wang (IPMI, 1997)

On The Geometry and Shape of Brain Sub-Manifolds. - Sarang C. Joshi; Michael I. Miller; Ulf Grenander (Int. J. Pattern Recognit. Artif. Intell., 1997)

Volumetric Transformation of Brain Anatomy. - Gary E. Christensen; Sarang C. Joshi; Michael I. Miller (IEEE Trans. Medical Imaging, 1997)

Landmark matching on brain surfaces via large deformation diffeomorphisms on the sphere. - Muge M. Bakircioglu; Sarang C. Joshi; Michael I. Miller (Image Processing, 1999)

Landmark matching via large deformation diffeomorphisms. - Sarang C. Joshi; Michael I. Miller (IEEE Trans. Image Process., 2000)

Multi-scale 3-D Deformable Model Segmentation Based on Medial Description. - Sarang C. Joshi; Stephen M. Pizer; P. Thomas Fletcher; Andrew Thall; Gregg Tracton (IPMI, 2001)

Intuitive, Localized Analysis of Shape Variability. - Paul A. Yushkevich; Stephen M. Pizer; Sarang C. Joshi; J. S. Marron (IPMI, 2001)

Segmentation of Single-Figure Objects by Deformable M-reps. - Stephen M. Pizer; Sarang C. Joshi; P. Thomas Fletcher; Martin Styner; Gregg Tracton; James Z. Chen (MICCAI, 2001)

Statistical Analysis of Hippocampal Asymmetry in Schizophrenia. - Lei Wang 032; Sarang C. Joshi; Michael I. Miller; John G. Csernansky (NeuroImage, 2001)

Deformable m-rep segmentation of object complexes. - P. Thomas Fletcher; Stephen M. Pizer; A. Graham Gash; Sarang C. Joshi (ISBI, 2002)

Medical Image Synthesis via Monte Carlo Simulation. - James Z. Chen; Stephen M. Pizer; Edward L. Chaney; Sarang C. Joshi (MICCAI (1), 2002)

Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions. - Sarang C. Joshi; Stephen M. Pizer; P. Thomas Fletcher; Paul A. Yushkevich; Andrew Thall; J. S. Marron (IEEE Trans. Medical Imaging, 2002)

Statistics of Shape via Principal Geodesic Analysis on Lie Groups. - P. Thomas Fletcher; Conglin Lu; Sarang C. Joshi (CVPR (1), 2003)

Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis. - P. Thomas Fletcher; Sarang C. Joshi; Conglin Lu; Stephen M. Pizer (IPMI, 2003)

Feature Selection for Shape-Based Classification of Biological Objects. - Paul A. Yushkevich; Sarang C. Joshi; Stephen M. Pizer; John G. Csernansky; Lei E. Wang (IPMI, 2003)

Vascular Attributes and Malignant Brain Tumors. - Elizabeth Bullitt; Guido Gerig; Stephen R. Aylward; Sarang C. Joshi; J. Keith Smith; Matthew G. Ewend; Weili Lin (MICCAI (1), 2003)

A Markov Random Field Approach to Multi-scale Shape Analysis. - Conglin Lu; Stephen M. Pizer; Sarang C. Joshi (Scale-Space, 2003)

High-Dimensional Multi-modal Image Registration. - P. J. Lorenzen; Sarang C. Joshi (WBIR, 2003)

Deformable M-Reps for 3D Medical Image Segmentation. - 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; et al. (Int. J. Comput. Vis., 2003)

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability. - Martin Styner; Guido Gerig; Sarang C. Joshi; Stephen M. Pizer (Int. J. Comput. Vis., 2003)

Object models in multiscale intrinsic coordinates via m-reps. - Stephen M. Pizer; P. Thomas Fletcher; Andrew Thall; Martin Styner; Guido Gerig; Sarang C. Joshi (Image Vis. Comput., 2003)

Continuous medial representations for geometric object modeling in 2D and 3D. - Paul A. Yushkevich; P. Thomas Fletcher; Sarang C. Joshi; Andrew Thall; Stephen M. Pizer (Image Vis. Comput., 2003)

Structural and radiometric asymmetry in brain images. - Sarang C. Joshi; Peter Lorenzen; Guido Gerig; Elizabeth Bullitt (Medical Image Anal., 2003)

Multiscale medial shape-based analysis of image objects. - Stephen M. Pizer; Guido Gerig; Sarang C. Joshi; Stephen R. Aylward (Proc. IEEE, 2003)

A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching. - Hongyu Guo; Anand Rangarajan 001; Sarang C. Joshi; Laurent Younes (CVPR Workshops, 2004)

Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors. - P. Thomas Fletcher; Sarang C. Joshi (ECCV Workshops CVAMIA and MMBIA, 2004)

Large Deformation Minimum Mean Squared Error Template Estimation for Computational Anatomy. - Brad Davis; Peter Lorenzen; Sarang C. Joshi (ISBI, 2004)

Non-Rigid Registration of Shapes Via Diffeomorphic Point Matching. - Hongyu Guo; Anand Rangarajan 001; Sarang C. Joshi; Laurent Younes (ISBI, 2004)

Representing Multi-Figure Anatomical Objects. - Qiong Han; Conglin Lu; Shawn Liu; Stephen M. Pizer; Sarang C. Joshi; Andrew Thall (ISBI, 2004)

Model Based Symmetric Information Theoretic Large Deformation Multi-Modal Image Registration. - Peter Lorenzen; Brad Davis; Sarang C. Joshi (ISBI, 2004)

Bone Model Morphing for Enhanced Surgical Visualization. - Kumar T. Rajamani; Martin Styner; Sarang C. Joshi (ISBI, 2004)

Determining Malignancy of Brain Tumors by Analysis of Vessel Shape. - Elizabeth Bullitt; Inkyung Jung; Keith E. Muller; Guido Gerig; Stephen R. Aylward; Sarang C. Joshi; J. Keith Smith; Weili Lin; Matthew G. Ewend (MICCAI (2), 2004)

Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation. - Peter Lorenzen; Brad Davis; Guido Gerig; Elizabeth Bullitt; Sarang C. Joshi (MICCAI (1), 2004)

Principal geodesic analysis for the study of nonlinear statistics of shape. - P. Thomas Fletcher; Conglin Lu; Stephen M. Pizer; Sarang C. Joshi (IEEE Trans. Medical Imaging, 2004)

Estimating the Statistics of Multi-object Anatomic Geometry Using Inter-object Relationships. - Stephen M. Pizer; Ja-Yeon Jeong; Conglin Lu; Keith E. Muller; Sarang C. Joshi (DSSCV, 2005)

Multi-figure Anatomical Objects for Shape Statistics. - Qiong Han; Stephen M. Pizer; Derek Merck; Sarang C. Joshi; Ja-Yeon Jeong (IPMI, 2005)

Hypothesis Testing with Nonlinear Shape Models. - Timothy B. Terriberry; Sarang C. Joshi; Guido Gerig (IPMI, 2005)

Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis. - Isabelle Corouge; P. Thomas Fletcher; Sarang C. Joshi; John H. Gilmore; Guido Gerig (MICCAI, 2005)

3-D Diffeomorphic Shape Registration on Hippocampal Data Sets. - Hongyu Guo; Anand Rangarajan 001; Sarang C. Joshi (MICCAI (2), 2005)

Unbiased Atlas Formation Via Large Deformations Metric Mapping. - Peter Lorenzen; Brad Davis; Sarang C. Joshi (MICCAI (2), 2005)

Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces. - P. Thomas Fletcher; Stephen M. Pizer; Sarang C. Joshi (Statistics and Analysis of Shapes, 2006)

Computational Anatomy to Assess Longitudinal Trajectory of Brain Growth. - Guido Gerig; Brad Davis; Peter Lorenzen; Shun Xu; Matthieu Jomier; Joseph Piven; Sarang C. Joshi (3DPVT, 2006)

Statistics of populations of images and its embedded objects: driving applications in neuroimaging. - Guido Gerig; Sarang C. Joshi; P. Thomas Fletcher; Kevin Gorczowski; Shun Xu; Stephen M. Pizer; Martin Andreas Styner (ISBI, 2006)

Group mean differences of voxel and surface objects via nonlinear averaging. - Shun Xu; Martin Andreas Styner; Brad Davis; Sarang C. Joshi; Guido Gerig (ISBI, 2006)

Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis. - Isabelle Corouge; P. Thomas Fletcher; Sarang C. Joshi; Sylvain Gouttard; Guido Gerig (Medical Image Anal., 2006)

Multi-modal image set registration and atlas formation. - Peter Lorenzen; Marcel Prastawa; Brad Davis; Guido Gerig; Elizabeth Bullitt; Sarang C. Joshi (Medical Image Anal., 2006)

Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease. - P. Thomas Fletcher; Stephanie Powell; Norman L. Foster; Sarang C. Joshi (IPMI, 2007)

Population-Based Fitting of Medial Shape Models with Correspondence Optimization. - Timothy B. Terriberry; James N. Damon; Stephen M. Pizer; Sarang C. Joshi; Guido Gerig (IPMI, 2007)

Time Complexity Analysis for Decoding VOP Content in MPEG-4 Presentations. - Sarang C. Joshi; S. K. Bodhe (ITNG, 2007)

Subcortical structure segmentation using probabilistic atlas priors. - Sylvain Gouttard; Martin Styner; Sarang C. Joshi; Rachel Gimpel Smith; Heather Cody Hazlett; Guido Gerig (Image Processing, 2007)

Automatic brain segmentation in rhesus monkeys. - Martin Styner; Rebecca C. Knickmeyer; Sarang C. Joshi; Christopher L. Coe; Sarah J. Short; John H. Gilmore (Image Processing, 2007)

Statistical Multi-Object Shape Models. - Conglin Lu; Stephen M. Pizer; Sarang C. Joshi; Ja-Yeon Jeong (Int. J. Comput. Vis., 2007)

Riemannian geometry for the statistical analysis of diffusion tensor data. - P. Thomas Fletcher; Sarang C. Joshi (Signal Process., 2007)

Synthesis, Deformation, and Statistics of 3D Objects via M-Reps. - Stephen M. Pizer; Qiong Han; Sarang C. Joshi; P. Thomas Fletcher; Paul A. Yushkevich; Andrew Thall (Medial Representations, 2008)

Statistical Applications with Deformable M-Reps. - Stephen M. Pizer; Martin Styner; Timothy B. Terriberry; Robert E. Broadhurst; Sarang C. Joshi; Edward L. Chaney; P. Thomas Fletcher (Medial Representations, 2008)

Robust statistics on Riemannian manifolds via the geometric median. - P. Thomas Fletcher; Suresh Venkatasubramanian; Sarang C. Joshi (CVPR, 2008)

Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units. - Linh K. Ha; Jens H. Krüger; P. Thomas Fletcher; Sarang C. Joshi; Cláudio T. Silva (EGPGV@Eurographics, 2009)

Incorporating Patient Breathing Variability into a Stochastic Model of Dose Deposition for Stereotactic Body Radiation Therapy. - Sarah E. Geneser; Robert M. Kirby; Brian Wang; Bill Salter; Sarang C. Joshi (IPMI, 2009)

4D MAP Image Reconstruction Incorporating Organ Motion. - Jacob D. Hinkle; P. Thomas Fletcher; Brian Wang; Bill Salter; Sarang C. Joshi (IPMI, 2009)

On the Manifold Structure of the Space of Brain Images. - Samuel Gerber; Tolga Tasdizen; Sarang C. Joshi; Ross T. Whitaker (MICCAI (1), 2009)

The geometric median on Riemannian manifolds with application to robust atlas estimation. - P. Thomas Fletcher; Suresh Venkatasubramanian; Sarang C. Joshi (NeuroImage, 2009)

Image Registration Driven by Combined Probabilistic and Geometric Descriptors. - Linh K. Ha; Marcel Prastawa; Guido Gerig; John H. Gilmore; Cláudio T. Silva; Sarang C. Joshi (MICCAI (2), 2010)

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures. - Nikhil Singh 002; P. Thomas Fletcher; J. Samuel Preston; Linh K. Ha; Richard D. King; James Stephen Marron; Michael Wiener; Sarang C. Joshi (MICCAI (3), 2010)

4D MAP MRI Image Reconstruction. - Jacob D. Hinkle; Ganesh Adluru; Eugene G. Kholmovski; Edward V. R. Di Bella; Sarang C. Joshi (VISAPP (1), 2010)

Matching Shapes Using the Current Distance - Sarang C. Joshi; Raj Varma Kommaraju; Jeff M. Phillips; Suresh Venkatasubramanian (CoRR, 2010)

Population Shape Regression from Random Design Data. - Bradley C. Davis; P. Thomas Fletcher; Elizabeth Bullitt; Sarang C. Joshi (Int. J. Comput. Vis., 2010)

Manifold modeling for brain population analysis. - Samuel Gerber; Tolga Tasdizen; P. Thomas Fletcher; Sarang C. Joshi; Ross T. Whitaker (Medical Image Anal., 2010)

Comparing distributions and shapes using the kernel distance. - Sarang C. Joshi; Raj Varma Kommaraju; Jeff M. Phillips; Suresh Venkatasubramanian (SCG, 2011)

Optimal Multi-Image Processing Streaming Framework on Parallel Heterogeneous Systems. - Linh K. Ha; Jens H. Krüger; João Comba; Sarang C. Joshi; Cláudio T. Silva (EGPGV@Eurographics, 2011)

Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis. - Sandy Durrleman; Marcel Prastawa; Guido Gerig; Sarang C. Joshi (IPMI, 2011)

Detection of Crossing White Matter Fibers with High-Order Tensors and Rank-k Decompositions. - Fangxiang Jiao; Yaniv Gur; Chris R. Johnson 001; Sarang C. Joshi (IPMI, 2011)

Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs. - Linh K. Ha; Marcel Prastawa; Guido Gerig; John H. Gilmore; Cláudio T. Silva; Sarang C. Joshi (Int. J. Biomed. Imaging, 2011)

Quantifying variability in radiation dose due to respiratory-induced tumor motion. - Sarah E. Geneser; Jacob D. Hinkle; Robert M. Kirby; Brian Wang; Bill Salter; Sarang C. Joshi (Medical Image Anal., 2011)

Polynomial Regression on Riemannian Manifolds. - Jacob D. Hinkle; Prasanna Muralidharan; P. Thomas Fletcher; Sarang C. Joshi (ECCV (3), 2012)

Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. - Stanley Durrleman; Marcel Prastawa; Julie R. Korenberg; Sarang C. Joshi; Alain Trouvé; Guido Gerig (MICCAI (3), 2012)

Metamorphic Geodesic Regression. - Yi Hong 006; Sarang C. Joshi; Mar Sanchez; Martin Styner; Marc Niethammer (MICCAI (3), 2012)

Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD. - Nikhil Singh 002; Angela Y. Wang; Preethi Sankaranarayanan; P. Thomas Fletcher; Sarang C. Joshi (MICCAI (1), 2012)

4D CT image reconstruction with diffeomorphic motion model. - Jacob D. Hinkle; Martin Szegedi; Brian Wang; Bill Salter; Sarang C. Joshi (Medical Image Anal., 2012)

ISP: An Optimal Out-of-Core Image-Set Processing Streaming Architecture for Parallel Heterogeneous Systems. - Linh K. Ha; Jens H. Krüger; João Luiz Dihl Comba; Cláudio T. Silva; Sarang C. Joshi (IEEE Trans. Vis. Comput. Graph., 2012)

IDiff: Irrotational Diffeomorphisms for Computational Anatomy. - Jacob D. Hinkle; Sarang C. Joshi (IPMI, 2013)

Multi-layer Deformation Estimation for Fluoroscopic Imaging. - J. Samuel Preston; Caleb Rottman; Arvidas Cheryauka; Larry Anderton; Ross T. Whitaker; Sarang C. Joshi (IPMI, 2013)

A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis. - Nikhil Singh 002; Jacob D. Hinkle; Sarang C. Joshi; P. Thomas Fletcher (IPMI, 2013)

A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction. - Nikhil Singh 002; Jacob D. Hinkle; Sarang C. Joshi; P. Thomas Fletcher (ISBI, 2013)

Sparse Adaptive Parameterization of Variability in Image Ensembles. - Stanley Durrleman; Stéphanie Allassonnière; Sarang C. Joshi (Int. J. Comput. Vis., 2013)

Mathematical Methods for Medical Imaging. - Xavier Pennec; Sarang C. Joshi; Mads Nielsen (Int. J. Comput. Vis., 2013)

An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms. - Nikhil Singh 002; Jacob D. Hinkle; Sarang C. Joshi; P. Thomas Fletcher (ISBI, 2014)

Intrinsic Polynomials for Regression on Riemannian Manifolds. - Jacob D. Hinkle; P. Thomas Fletcher; Sarang C. Joshi (J. Math. Imaging Vis., 2014)

Quantifying anatomical shape variations in neurological disorders. - Nikhil Singh 002; P. Thomas Fletcher; J. Samuel Preston; Richard D. King; J. S. Marron; Michael W. Weiner; Sarang C. Joshi (Medical Image Anal., 2014)

Morphometry of anatomical shape complexes with dense deformations and sparse parameters. - Stanley Durrleman; Marcel Prastawa; Nicolas Charon; Julie R. Korenberg; Sarang C. Joshi; Guido Gerig; Alain Trouvé (NeuroImage, 2014)

Multiscale MRF optimization for robust registration of 2D biological data. - J. Samuel Preston; Sarang C. Joshi; Ross T. Whitaker (ISBI, 2015)

Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry. - Caleb Rottman; Lance McBride; Arvidas Cheryauka; Ross T. Whitaker; Sarang C. Joshi (MICCAI (2), 2015)

Diffeomorphic Density Matching by Optimal Information Transport. - Martin Bauer 004; Sarang C. Joshi; Klas Modin (SIAM J. Imaging Sci., 2015)

Deformation Estimation with Automatic Sliding Boundary Computation. - J. Samuel Preston; Sarang C. Joshi; Ross T. Whitaker (MICCAI (3), 2016)

Diffeomorphic Density Registration in Thoracic Computed Tomography. - Caleb Rottman; Ben Larson; Pouya Sabouri; Amit Sawant; Sarang C. Joshi (MICCAI (3), 2016)

Hierarchical Geodesic Models in Diffeomorphisms. - Nikhil Singh 002; Jacob D. Hinkle; Sarang C. Joshi; P. Thomas Fletcher (Int. J. Comput. Vis., 2016)

Diffeomorphic Random Sampling Using Optimal Information Transport. - Martin Bauer 004; Sarang C. Joshi; Klas Modin (GSI, 2017)

Rank Constrained Diffeomorphic Density Motion Estimation for Respiratory Correlated Computed Tomography. - Markus Foote; Pouya Sabouri; Amit Sawant; Sarang C. Joshi (GRAIL/MFCA/MICGen@MICCAI, 2017)

Bridge Simulation and Metric Estimation on Landmark Manifolds. - Stefan Sommer; Alexis Arnaudon; Line Kühnel; Sarang C. Joshi (GRAIL/MFCA/MICGen@MICCAI, 2017)

Latent Space Non-Linear Statistics. - Line Kühnel; Tom Fletcher; Sarang C. Joshi; Stefan Sommer (CoRR, 2018)

Real-Time Patient-Specific Lung Radiotherapy Targeting using Deep Learning. - Markus D. Foote; Blake Zimmerman; Amit Sawant; Sarang C. Joshi (CoRR, 2018)

Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting. - Markus D. Foote; Blake E. Zimmerman; Amit Sawant; Sarang C. Joshi (IPMI, 2019)

Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatments Using Volume-Conserving Registration. - Blake Zimmerman; Sara Johnson; Henrik Odéen; Jill Shea; Markus Foote; Nicole Winkler; Sarang C. Joshi; Allison Payne (CoRR, 2019)

Methane Mapping with Future Satellite Imaging Spectrometers. - Alana K. Ayasse; Philip E. Dennison; Markus Foote; Andrew K. Thorpe; Sarang C. Joshi; Robert O. Green; Riley M. Duren; David R. Thompson 001; Dar A. Roberts (Remote. Sens., 2019)

Establishment of an Automated Algorithm Utilizing Optical Coherence Tomography and Micro-Computed Tomography Imaging to Reconstruct the 3-D Deformed Stent Geometry. - Mark R. Elliott; Dan Kim; David S. Molony; Liam Morris; Habib Samady; Sarang C. Joshi; Lucas H. Timmins (IEEE Trans. Medical Imaging, 2019)

Latent Space Geometric Statistics. - Line Kühnel; Tom Fletcher; Sarang C. Joshi; Stefan Sommer (ICPR Workshops (6), 2020)

Fast and Accurate Retrieval of Methane Concentration From Imaging Spectrometer Data Using Sparsity Prior. - Markus D. Foote; Philip E. Dennison; Andrew K. Thorpe; David R. Thompson 001; Siraput Jongaramrungruang; Christian Frankenberg; Sarang C. Joshi (IEEE Trans. Geosci. Remote. Sens., 2020)

Bridge Simulation and Metric Estimation on Lie Groups. - Mathias Højgaard Jensen; Sarang C. Joshi; Stefan Sommer (GSI, 2021)

Structural Connectome Atlas Construction in the Space of Riemannian Metrics. - Kristen M. Campbell; Haocheng Dai; Zhe Su; Martin Bauer 004; P. Thomas Fletcher; Sarang C. Joshi (IPMI, 2021)

Physics Informed Convex Artificial Neural Networks (PICANNs) for Optimal Transport based Density Estimation. - Amanpreet Singh; Martin Bauer 004; Sarang C. Joshi (CoRR, 2021)

Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics. - Kristen M. Campbell; Haocheng Dai; Zhe Su; Martin Bauer 004; P. Thomas Fletcher; Sarang C. Joshi (CoRR, 2021)

Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatment of Malignant Tumors. - Blake E. Zimmerman; Sara Johnson; Henrik Odéen; Jill Shea; Markus D. Foote; Nicole Winkler; Sarang C. Joshi; Allison Payne (IEEE Trans. Biomed. Eng., 2021)

Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation. - Mathias Højgaard Jensen; Sarang C. Joshi; Stefan Sommer (Algorithms, 2022)

Deep Learning the Shape of the Brain Connectome. - Haocheng Dai; Martin Bauer 004; P. Thomas Fletcher; Sarang C. Joshi (CoRR, 2022)

Modeling the Shape of the Brain Connectome via Deep Neural Networks. - Haocheng Dai; Martin Bauer 004; P. Thomas Fletcher; Sarang C. Joshi (IPMI, 2023)

Neural Operator Learning for Ultrasound Tomography Inversion. - Haocheng Dai; Michael Penwarden; Robert M. Kirby; Sarang C. Joshi (CoRR, 2023)

Matching Aggregate Posteriors in the Variational Autoencoder. - Surojit Saha; Sarang C. Joshi; Ross T. Whitaker (ICPR (6), 2024)

Physics Informed Neural Networks for Estimation of Tissue Properties from Multi-echo Configuration State MRI. - Samuel I. Adams-Tew; Henrik Odéen; Dennis L. Parker; Cheng-Chieh Cheng; Bruno Madore; Allison Payne; Sarang C. Joshi (MICCAI (11), 2024)

Treatment Efficacy Prediction of Focused Ultrasound Therapies Using Multi-parametric Magnetic Resonance Imaging. - Amanpreet Singh; Samuel I. Adams-Tew; Sara Johnson; Henrik Odéen; Jill Shea; Audrey Johnson; Lorena Day; Alissa Pessin; Allison Payne; Sarang C. Joshi (CaPTion@MICCAI, 2024)

Analyzing the Domain Shift Immunity of Deep Homography Estimation. - Mingzhen Shao; Tolga Tasdizen; Sarang C. Joshi (WACV, 2024)

Refining Skewed Perceptions in Vision-Language Models through Visual Representations. - Haocheng Dai; Sarang C. Joshi (CoRR, 2024)

LEDA: Log-Euclidean Diffeomorphic Autoencoder for Efficient Statistical Analysis of Diffeomorphism. - Krithika Iyer; Shireen Y. Elhabian; Sarang C. Joshi (CoRR, 2024)

A Non-Contrast Multi-Parametric MRI Biomarker for Assessment of MR-Guided Focused Ultrasound Thermal Therapies. - Sara Johnson; Blake Zimmerman; Henrik Odéen; Jill Shea; Nicole Winkler; Rachel Factor; Sarang C. Joshi; Allison Payne (IEEE Trans. Biomed. Eng., 2024)

Disentanglement Analysis in Deep Latent Variable Models Matching Aggregate Posterior Distributions. - Surojit Saha; Sarang C. Joshi; Ross T. Whitaker (ICASSP, 2025)

LEDA: Log-Euclidean Diffeomorphism Autoencoder for Efficient Statistical Analysis of Diffeomorphisms. - Krithika Iyer; Shireen Y. Elhabian; Sarang C. Joshi (IPMI (2), 2025)

ARD-VAE: A Statistical Formulation to Find the Relevant Latent Dimensions of Variational Autoencoders. - Surojit Saha; Sarang C. Joshi; Ross T. Whitaker (WACV, 2025)

The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations. - Chenyu You; Haocheng Dai; Yifei Min; Jasjeet S. Sekhon; Sarang C. Joshi; James S. Duncan (CoRR, 2025)

MORPH-LER: Log-Euclidean Regularization for Population-Aware Image Registration. - Mokshagna Sai Teja Karanam; Krithika Iyer; Sarang C. Joshi; Shireen Y. Elhabian (CoRR, 2025)