Anand A. Joshi

Orcid: 0000-0002-9582-3848

According to our database1, Anand A. Joshi authored at least 88 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity.
NeuroImage, 2023

Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction.
CoRR, 2023

Neuro-GPT: Developing A Foundation Model for EEG.
CoRR, 2023

Beta quantile regression for robust estimation of uncertainty in the presence of outliers.
CoRR, 2023

BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data.
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023

2022
A robust variational autoencoder using beta divergence.
Knowl. Based Syst., 2022

Toward Improved Generalization: Meta Transfer of Self-supervised Knowledge on Graphs.
CoRR, 2022

Semi-supervised Learning with Robust Loss in Brain Segmentation.
CoRR, 2022

Learning from imperfect training data using a robust loss function: application to brain image segmentation.
CoRR, 2022

Semi-supervised Learning using Robust Loss.
CoRR, 2022

PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Robust brain network identification from multi-subject asynchronous fMRI data.
NeuroImage, 2021

Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection.
CoRR, 2021

Bias field correction in 3D-MRIs using convolutional autoencoders.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

A pairwise approach for fMRI group studies using the BrainSync Transform.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

Prediction of posttraumatic epilepsy using machine learning.
Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Quantile Regression for Uncertainty Estimation in VAEs with Applications to Brain Lesion Detection.
Proceedings of the Information Processing in Medical Imaging, 2021

2020
Temporal non-local means filtering for studies of intrinsic brain connectivity from individual resting fMRI.
Medical Image Anal., 2020

fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies.
CoRR, 2020

Realistic head modeling of electromagnetic brain activity: An integrated Brainstorm pipeline from MRI data to the FEM solution.
CoRR, 2020

Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression.
CoRR, 2020

Robust Variational Autoencoder for Tabular Data with Beta Divergence.
CoRR, 2020

A Network-Based Approach to Study of Adhd Using Tensor Decomposition of Resting State Fmri Data.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Brain Lesion Detection Using A Robust Variational Autoencoder and Transfer Learning.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019
Robust Variational Autoencoder.
CoRR, 2019

Brain network identification in asynchronous task fMRI data using robust and scalable tensor decomposition.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Predicting cognitive scores from resting fMRI data and geometric features of the brain.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

Group-wise alignment of resting fMRI in space and time.
Proceedings of the Medical Imaging 2019: Image Processing, 2019

A Matched Filter Decomposition of fMRI into Resting and Task Components.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018
Are you thinking what I'm thinking? Synchronization of resting fMRI time-series across subjects.
NeuroImage, 2018

WRIST: A WRist Image Segmentation Toolkit for carpal bone delineation from MRI.
Comput. Medical Imaging Graph., 2018

rfDemons: Resting fMRI-Based Cortical Surface Registration Using the BrainSync Transform.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Using the Anisotropic Laplace Equation to Compute Cortical Thickness.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Global PDF-based temporal non-local means filtering reveals individual differences in brain connectivity.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Individual parcellation of resting fMRI with a group functional connectivity prior.
NeuroImage, 2017

An algorithm for automatic parameter adjustment for brain extraction in BrainSuite.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

A whole brain atlas with sub-parcellation of cortical gyri using resting fMRI.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

BrainSync: An Orthogonal Transformation for Synchronization of fMRI Data Across Subjects.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Automatic segmentation of fetal brain using diffusion-weighted imaging cues.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Kernel Methods for Riemannian Analysis of Robust Descriptors of the Cerebral Cortex.
Proceedings of the Information Processing in Medical Imaging, 2017

2016
Registration-Based Morphometry for Shape Analysis of the Bones of the Human Wrist.
IEEE Trans. Medical Imaging, 2016

A Unified Variational Volume Registration Method Based on Automatically Learned Brain Structures.
J. Math. Imaging Vis., 2016

Riemannian Statistical Analysis of Cortical Geometry with Robustness to Partial Homology and Misalignment.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015
Impact of Early and Late Visual Deprivation on the Structure of the Corpus Callosum: A Study Combining Thickness Profile with Surface Tensor-Based Morphometry.
Neuroinformatics, 2015

Co-registration and distortion correction of diffusion and anatomical images based on inverse contrast normalization.
NeuroImage, 2015

Measuring Asymmetric Interactions in Resting State Brain Networks.
Proceedings of the Information Processing in Medical Imaging, 2015

2014
Reproducibility of brain-cognition relationships using different cortical surface-based analysis protocols.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Analysis of structural brain connectivity in 6 cases of hemispherectomy.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Canonical granger causality between regions of interest.
NeuroImage, 2013

Exploratory factor analysis of brain networks reveals sub-networks related to cognitive performance.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Morphometry for early monitoring of treatment response in rheumatoid arthritis.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A measure of connectivity in the presence of crosstalk.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Diffeomorphic Sulcal Shape Analysis on the Cortex.
IEEE Trans. Medical Imaging, 2012

Non-rigid Image Registration Using Gaussian Mixture Models.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

A Method for Automated Cortical Surface Registration and Labeling.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

An Invariant Shape Representation Using the Anisotropic Helmholtz Equation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Robust identification of partial-correlation based networks with applications to cortical thickness data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Geodesic curvature flow on surfaces for automatic sulcal delineation.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Genetic influences on sulcal patterns of the brain.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Canonical Granger causality applied to functional brain data.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Correcting susceptibility-induced distortion in diffusion-weighted MRI using constrained nonrigid registration.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Resting-state fMRI can reliably map neural networks in children.
NeuroImage, 2011

The generation of tetrahedral mesh models for neuroanatomical MRI.
NeuroImage, 2011

Comparison of volumetric registration algorithms for tensor-based morphometry.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Skull-stripping with deformable organisms.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Evaluation of connectivity measures and anatomical features for statistical brain networks.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Comparison of landmark-based and automatic methods for cortical surface registration.
NeuroImage, 2010

Sulcal set optimization for cortical surface registration.
NeuroImage, 2010


Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Tetrahedral mesh generation for medical images with multiple regions using active surfaces.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A genetic analysis of cortical thickness in 372 twins.
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.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Diffeomorphic sulcal shape analysis for cortical surface registration.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
A Parameterization-Based Numerical Method for Isotropic and Anisotropic Diffusion Smoothing on Non-Flat Surfaces.
IEEE Trans. Image Process., 2009

Posture Matching and Elastic Registration of a Mouse Atlas to Surface Topography Range Data.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Optimal Illumination Patterns for Fluorescence Tomography.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

A Framework for Brain Registration via Simultaneous Surface and Volume Flow.
Proceedings of the Information Processing in Medical Imaging, 2009

Optimization of landmark selection for cortical surface registration.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Mutual information based non-rigidmouse registration using a scale-space approach.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007
Surface-Constrained Volumetric Brain Registration Using Harmonic Mappings.
IEEE Trans. Medical Imaging, 2007

Generalized Surface Flows for Deformable Registration and Cortical Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

A Finite Element Method for Elastic Parameterization and Alignment of Cortical Surfaces Using Sulcal Constraints.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Brain Image Registration Using Cortically Constrained Harmonic Mappings.
Proceedings of the Information Processing in Medical Imaging, 2007

Simultaneous surface and volumetric registration using harmonic maps.
Proceedings of the Computational Imaging V, San Jose, 2007

2005
A Framework for Registration, Statistical Characterization and Classification of Cortically Constrained Functional Imaging Data.
Proceedings of the Information Processing in Medical Imaging, 2005

2004
Cortical Surface Parameterization by P-Harmonic Energy Minimization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004


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