Sarang C. Joshi

Orcid: 0000-0002-3446-4810

Affiliations:
  • University of Utah, Salt Lake City, Utah, USA


According to our database1, Sarang C. Joshi authored at least 121 papers between 1996 and 2024.

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Bibliography

2024
A Non-Contrast Multi-Parametric MRI Biomarker for Assessment of MR-Guided Focused Ultrasound Thermal Therapies.
IEEE Trans. Biomed. Eng., January, 2024

Refining Skewed Perceptions in Vision-Language Models through Visual Representations.
CoRR, 2024

Analyzing the Domain Shift Immunity of Deep Homography Estimation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Treatment Efficacy Prediction of Focused Ultrasound Therapies Using Multi-parametric Magnetic Resonance Imaging.
Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024

Physics Informed Neural Networks for Estimation of Tissue Properties from Multi-echo Configuration State MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023
Neural Operator Learning for Ultrasound Tomography Inversion.
CoRR, 2023

Modeling the Shape of the Brain Connectome via Deep Neural Networks.
Proceedings of the Information Processing in Medical Imaging, 2023

2022
Deep Learning the Shape of the Brain Connectome.
CoRR, 2022

Discrete-Time Observations of Brownian Motion on Lie Groups and Homogeneous Spaces: Sampling and Metric Estimation.
Algorithms, 2022

2021
Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatment of Malignant Tumors.
IEEE Trans. Biomed. Eng., 2021

Integrated Construction of Multimodal Atlases with Structural Connectomes in the Space of Riemannian Metrics.
CoRR, 2021

Physics Informed Convex Artificial Neural Networks (PICANNs) for Optimal Transport based Density Estimation.
CoRR, 2021

Structural Connectome Atlas Construction in the Space of Riemannian Metrics.
Proceedings of the Information Processing in Medical Imaging, 2021

Bridge Simulation and Metric Estimation on Lie Groups.
Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020
Fast and Accurate Retrieval of Methane Concentration From Imaging Spectrometer Data Using Sparsity Prior.
IEEE Trans. Geosci. Remote. Sens., 2020

Latent Space Geometric Statistics.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Establishment of an Automated Algorithm Utilizing Optical Coherence Tomography and Micro-Computed Tomography Imaging to Reconstruct the 3-D Deformed Stent Geometry.
IEEE Trans. Medical Imaging, 2019

Methane Mapping with Future Satellite Imaging Spectrometers.
Remote. Sens., 2019

Learning Multiparametric Biomarkers for Assessing MR-Guided Focused Ultrasound Treatments Using Volume-Conserving Registration.
CoRR, 2019

Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting.
Proceedings of the Information Processing in Medical Imaging, 2019

2018
Real-Time Patient-Specific Lung Radiotherapy Targeting using Deep Learning.
CoRR, 2018

Latent Space Non-Linear Statistics.
CoRR, 2018

2017
Bridge Simulation and Metric Estimation on Landmark Manifolds.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Rank Constrained Diffeomorphic Density Motion Estimation for Respiratory Correlated Computed Tomography.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Diffeomorphic Random Sampling Using Optimal Information Transport.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016
Hierarchical Geodesic Models in Diffeomorphisms.
Int. J. Comput. Vis., 2016

Diffeomorphic Density Registration in Thoracic Computed Tomography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Deformation Estimation with Automatic Sliding Boundary Computation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Diffeomorphic Density Matching by Optimal Information Transport.
SIAM J. Imaging Sci., 2015

Mobile C-arm 3D Reconstruction in the Presence of Uncertain Geometry.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Multiscale MRF optimization for robust registration of 2D biological data.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Morphometry of anatomical shape complexes with dense deformations and sparse parameters.
NeuroImage, 2014

Quantifying anatomical shape variations in neurological disorders.
Medical Image Anal., 2014

Intrinsic Polynomials for Regression on Riemannian Manifolds.
J. Math. Imaging Vis., 2014

An efficient parallel algorithm for hierarchical geodesic models in diffeomorphisms.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Mathematical Methods for Medical Imaging.
Int. J. Comput. Vis., 2013

Sparse Adaptive Parameterization of Variability in Image Ensembles.
Int. J. Comput. Vis., 2013

A vector momenta formulation of diffeomorphisms for improved geodesic regression and atlas construction.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A Hierarchical Geodesic Model for Diffeomorphic Longitudinal Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2013

Multi-layer Deformation Estimation for Fluoroscopic Imaging.
Proceedings of the Information Processing in Medical Imaging, 2013

IDiff: Irrotational Diffeomorphisms for Computational Anatomy.
Proceedings of the Information Processing in Medical Imaging, 2013

2012
ISP: An Optimal Out-of-Core Image-Set Processing Streaming Architecture for Parallel Heterogeneous Systems.
IEEE Trans. Vis. Comput. Graph., 2012

4D CT image reconstruction with diffeomorphic motion model.
Medical Image Anal., 2012

Genetic, Structural and Functional Imaging Biomarkers for Early Detection of Conversion from MCI to AD.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Metamorphic Geodesic Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Polynomial Regression on Riemannian Manifolds.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Quantifying variability in radiation dose due to respiratory-induced tumor motion.
Medical Image Anal., 2011

Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs.
Int. J. Biomed. Imaging, 2011

Detection of Crossing White Matter Fibers with High-Order Tensors and Rank-<i>k</i> Decompositions.
Proceedings of the Information Processing in Medical Imaging, 2011

Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis.
Proceedings of the Information Processing in Medical Imaging, 2011

Optimal Multi-Image Processing Streaming Framework on Parallel Heterogeneous Systems.
Proceedings of the 11th Eurographics Symposium on Parallel Graphics and Visualization, 2011

Comparing distributions and shapes using the kernel distance.
Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

2010
Manifold modeling for brain population analysis.
Medical Image Anal., 2010

Population Shape Regression from Random Design Data.
Int. J. Comput. Vis., 2010

Matching Shapes Using the Current Distance
CoRR, 2010

4D MAP MRI Image Reconstruction.
Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Multivariate Statistical Analysis of Deformation Momenta Relating Anatomical Shape to Neuropsychological Measures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Image Registration Driven by Combined Probabilistic and Geometric Descriptors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009
The geometric median on Riemannian manifolds with application to robust atlas estimation.
NeuroImage, 2009

On the Manifold Structure of the Space of Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

4D MAP Image Reconstruction Incorporating Organ Motion.
Proceedings of the Information Processing in Medical Imaging, 2009

Incorporating Patient Breathing Variability into a Stochastic Model of Dose Deposition for Stereotactic Body Radiation Therapy.
Proceedings of the Information Processing in Medical Imaging, 2009

Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units.
Proceedings of the 9th Eurographics Symposium on Parallel Graphics and Visualization, 2009

2008
Robust statistics on Riemannian manifolds via the geometric median.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Statistical Applications with Deformable M-Reps.
Proceedings of the Medial Representations, 2008

Synthesis, Deformation, and Statistics of 3D Objects via M-Reps.
Proceedings of the Medial Representations, 2008

2007
Riemannian geometry for the statistical analysis of diffusion tensor data.
Signal Process., 2007

Statistical Multi-Object Shape Models.
Int. J. Comput. Vis., 2007

Automatic brain segmentation in rhesus monkeys.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Subcortical structure segmentation using probabilistic atlas priors.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Time Complexity Analysis for Decoding VOP Content in MPEG-4 Presentations.
Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), 2007

Population-Based Fitting of Medial Shape Models with Correspondence Optimization.
Proceedings of the Information Processing in Medical Imaging, 2007

Quantifying Metabolic Asymmetry Modulo Structure in Alzheimer's Disease.
Proceedings of the Information Processing in Medical Imaging, 2007

2006
Multi-modal image set registration and atlas formation.
Medical Image Anal., 2006

Fiber tract-oriented statistics for quantitative diffusion tensor MRI analysis.
Medical Image Anal., 2006

Group mean differences of voxel and surface objects via nonlinear averaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Statistics of populations of images and its embedded objects: driving applications in neuroimaging.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Computational Anatomy to Assess Longitudinal Trajectory of Brain Growth.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

Shape Variation of Medial Axis Representations via Principal Geodesic Analysis on Symmetric Spaces.
Proceedings of the Statistics and Analysis of Shapes, 2006

2005
Unbiased Atlas Formation Via Large Deformations Metric Mapping.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

3-D Diffeomorphic Shape Registration on Hippocampal Data Sets.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Hypothesis Testing with Nonlinear Shape Models.
Proceedings of the Information Processing in Medical Imaging, 2005

Multi-figure Anatomical Objects for Shape Statistics.
Proceedings of the Information Processing in Medical Imaging, 2005

Estimating the Statistics of Multi-object Anatomic Geometry Using Inter-object Relationships.
Proceedings of the Deep Structure, 2005

2004
Principal geodesic analysis for the study of nonlinear statistics of shape.
IEEE Trans. Medical Imaging, 2004

Multi-class Posterior Atlas Formation via Unbiased Kullback-Leibler Template Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Determining Malignancy of Brain Tumors by Analysis of Vessel Shape.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

Bone Model Morphing for Enhanced Surgical Visualization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Model Based Symmetric Information Theoretic Large Deformation Multi-Modal Image Registration.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Representing Multi-Figure Anatomical Objects.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Non-Rigid Registration of Shapes Via Diffeomorphic Point Matching.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Large Deformation Minimum Mean Squared Error Template Estimation for Computational Anatomy.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Principal Geodesic Analysis on Symmetric Spaces: Statistics of Diffusion Tensors.
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004

A New Joint Clustering and Diffeomorphism Estimation Algorithm for Non-Rigid Shape Matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Multiscale medial shape-based analysis of image objects.
Proc. IEEE, 2003

Structural and radiometric asymmetry in brain images.
Medical Image Anal., 2003

Continuous medial representations for geometric object modeling in 2D and 3D.
Image Vis. Comput., 2003

Object models in multiscale intrinsic coordinates via m-reps.
Image Vis. Comput., 2003

Automatic and Robust Computation of 3D Medial Models Incorporating Object Variability.
Int. J. Comput. Vis., 2003

Deformable M-Reps for 3D Medical Image Segmentation.
Int. J. Comput. Vis., 2003

High-Dimensional Multi-modal Image Registration.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

A Markov Random Field Approach to Multi-scale Shape Analysis.
Proceedings of the Scale Space Methods in Computer Vision, 4th International Conference, 2003

Vascular Attributes and Malignant Brain Tumors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Feature Selection for Shape-Based Classification of Biological Objects.
Proceedings of the Information Processing in Medical Imaging, 2003

Gaussian Distributions on Lie Groups and Their Application to Statistical Shape Analysis.
Proceedings of the Information Processing in Medical Imaging, 2003

Statistics of Shape via Principal Geodesic Analysis on Lie Groups.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Multi-scale Deformable Model Segmentation and Statistical Shape Analysis Using Medial Descriptions.
IEEE Trans. Medical Imaging, 2002

Medical Image Synthesis via Monte Carlo Simulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

Deformable m-rep segmentation of object complexes.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

2001
Statistical Analysis of Hippocampal Asymmetry in Schizophrenia.
NeuroImage, 2001

Segmentation of Single-Figure Objects by Deformable M-reps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Intuitive, Localized Analysis of Shape Variability.
Proceedings of the Information Processing in Medical Imaging, 2001

Multi-scale 3-D Deformable Model Segmentation Based on Medial Description.
Proceedings of the Information Processing in Medical Imaging, 2001

2000
Landmark matching via large deformation diffeomorphisms.
IEEE Trans. Image Process., 2000

1999
Landmark matching on brain surfaces via large deformation diffeomorphisms on the sphere.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

1997
Volumetric Transformation of Brain Anatomy.
IEEE Trans. Medical Imaging, 1997

On The Geometry and Shape of Brain Sub-Manifolds.
Int. J. Pattern Recognit. Artif. Intell., 1997

Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces.
Proceedings of the Information Processing in Medical Imaging, 1997

1996
Individualizing Anatomical Atlases of the Head.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996


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