Anand A. Joshi

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 47

Top Topics

Quantile Regression

Cortical Surface

Top Venues

Medical Imaging: Image Processing

Publications

Haleh Akrami, Omar Zamzam, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy
Beta Quantile Regression for Robust Estimation of Uncertainty in the Presence of Outliers. ICASSP (2024)
Wenhui Cui, Woojae Jeong, Philipp Thölke, Takfarinas Medani, Karim Jerbi, Anand A. Joshi, Richard M. Leahy
Neuro-GPT: Developing A Foundation Model for EEG. CoRR (2023)
Wenhui Cui, Haleh Akrami, Ganning Zhao, Anand A. Joshi, Richard M. Leahy
Meta Transfer of Self-Supervised Knowledge: Foundation Model in Action for Post-Traumatic Epilepsy Prediction. CoRR (2023)
Haleh Akrami, Omar Zamzam, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy
Beta quantile regression for robust estimation of uncertainty in the presence of outliers. CoRR (2023)
Yixue Feng, Bramsh Qamar Chandio, Julio E. Villalon-Reina, Sophia I. Thomopoulos, Himanshu Joshi, Gauthami Nair, Anand A. Joshi, Ganesan Venkatasubramanian, John P. John, Paul M. Thompson
BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data. CDMRI@MICCAI (2023)
Takfarinas Medani, Juan Garcia-Prieto, François Tadel, Marios Antonakakis, Tim Erdbrügger, Malte Hoeltershinken, Wayne Mead, Sophie Schrader, Anand A. Joshi, Christian Engwer, Carsten H. Wolters, John C. Mosher, Richard M. Leahy
Brainstorm-DUNEuro: An integrated and user-friendly Finite Element Method for modeling electromagnetic brain activity. NeuroImage 267 (2023)
Hedong Zhang, Anand A. Joshi
Semi-supervised Learning with Robust Loss in Brain Segmentation. CoRR (2022)
Wenhui Cui, Haleh Akrami, Anand A. Joshi, Richard M. Leahy
Semi-supervised Learning using Robust Loss. CoRR (2022)
Wenhui Cui, Haleh Akrami, Anand A. Joshi, Richard M. Leahy
Toward Improved Generalization: Meta Transfer of Self-supervised Knowledge on Graphs. CoRR (2022)
Haleh Akrami, Anand A. Joshi, Jian Li, Sergül Aydöre, Richard M. Leahy
A robust variational autoencoder using beta divergence. Knowl. Based Syst. 238 (2022)
Jianan Cui, Yutong Xie, Anand A. Joshi, Kuang Gong, Kyung Sang Kim, Young-Don Son, Jong Hoon Kim, Richard M. Leahy, Huafeng Liu, Quanzheng Li
PET Denoising and Uncertainty Estimation Based on NVAE Model Using Quantile Regression Loss. MICCAI (4) (2022)
Haleh Akrami, Wenhui Cui, Anand A. Joshi, Richard M. Leahy
Learning from imperfect training data using a robust loss function: application to brain image segmentation. CoRR (2022)
Shashank N. Sridhara, Haleh Akrami, Vaishnavi Krishnamurthy, Anand A. Joshi
Bias field correction in 3D-MRIs using convolutional autoencoders. Medical Imaging: Image Processing (2021)
Haleh Akrami, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy
Quantile Regression for Uncertainty Estimation in VAEs with Applications to Brain Lesion Detection. IPMI (2021)
Haleh Akrami, Andrei Irimia, Wenhui Cui, Anand A. Joshi, Richard M. Leahy
Prediction of posttraumatic epilepsy using machine learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Jian Li, Jessica L. Wisnowski, Anand A. Joshi, Richard M. Leahy
Robust brain network identification from multi-subject asynchronous fMRI data. NeuroImage 227 (2021)
Haleh Akrami, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy
Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection. CoRR (2021)
Anand A. Joshi, Soyoung Choi, Jian Li, Haleh Akrami, Richard M. Leahy
A pairwise approach for fMRI group studies using the BrainSync Transform. Medical Imaging: Image Processing (2021)
Jian Li, Anand A. Joshi, Richard M. Leahy
A Network-Based Approach to Study of Adhd Using Tensor Decomposition of Resting State Fmri Data. ISBI (2020)
Haleh Akrami, Anand A. Joshi, Jian Li, Sergül Aydöre, Richard M. Leahy
Brain Lesion Detection Using A Robust Variational Autoencoder and Transfer Learning. ISBI (2020)
Takfarinas Medani, Juan Garcia-Prieto, François Tadel, Sophie Schrader, Anand A. Joshi, Christian Engwer, Carsten H. Wolters, John C. Mosher, Richard M. Leahy
Realistic head modeling of electromagnetic brain activity: An integrated Brainstorm pipeline from MRI data to the FEM solution. CoRR (2020)
Anand A. Joshi, Soyoung Choi, Haleh Akrami, Richard M. Leahy
fMRI-Kernel Regression: A Kernel-based Method for Pointwise Statistical Analysis of rs-fMRI for Population Studies. CoRR (2020)
Haleh Akrami, Anand A. Joshi, Sergül Aydöre, Richard M. Leahy
Addressing Variance Shrinkage in Variational Autoencoders using Quantile Regression. CoRR (2020)
Jian Li, Soyoung Choi, Anand A. Joshi, Jessica L. Wisnowski, Richard M. Leahy
Temporal non-local means filtering for studies of intrinsic brain connectivity from individual resting fMRI. Medical Image Anal. 61 (2020)
Haleh Akrami, Sergül Aydöre, Richard M. Leahy, Anand A. Joshi
Robust Variational Autoencoder for Tabular Data with Beta Divergence. CoRR (2020)
Haleh Akrami, Anand A. Joshi, Jian Li, Richard M. Leahy
Group-wise alignment of resting fMRI in space and time. Medical Imaging: Image Processing (2019)
Anand A. Joshi, Jian Li, Haleh Akrami, Richard M. Leahy
Predicting cognitive scores from resting fMRI data and geometric features of the brain. Medical Imaging: Image Processing (2019)
Jian Li, Jessica L. Wisnowski, Anand A. Joshi, Richard M. Leahy
Brain network identification in asynchronous task fMRI data using robust and scalable tensor decomposition. Medical Imaging: Image Processing (2019)
Haleh Akrami, Anand A. Joshi, Jian Li, Richard M. Leahy
Robust Variational Autoencoder. CoRR (2019)
Anand A. Joshi, Haleh Akrami, Jian Li, Richard M. Leahy
A Matched Filter Decomposition of fMRI into Resting and Task Components. MICCAI (3) (2019)
Brent Foster, Anand A. Joshi, Marissa Borgese, Yasser Abdelhafez, Robert D. Boutin, Abhijit J. Chaudhari
WRIST: A WRist Image Segmentation Toolkit for carpal bone delineation from MRI. Comput. Medical Imaging Graph. 63 (2018)
Anand A. Joshi, Minqi Chong, Jian Li, Soyoung Choi, Richard M. Leahy
Are you thinking what I'm thinking? Synchronization of resting fMRI time-series across subjects. NeuroImage 172 (2018)
Anand A. Joshi, Chitresh Bhushan, Ronald Salloum, Jessica L. Wisnowski, David W. Shattuck, Richard M. Leahy
Using the Anisotropic Laplace Equation to Compute Cortical Thickness. MICCAI (3) (2018)
Jian Li, Soyoung Choi, Anand A. Joshi, Jessica L. Wisnowski, Richard M. Leahy
Global PDF-based temporal non-local means filtering reveals individual differences in brain connectivity. ISBI (2018)
Anand A. Joshi, Jian Li, Minqi Chong, Haleh Akrami, Richard M. Leahy
rfDemons: Resting fMRI-Based Cortical Surface Registration Using the BrainSync Transform. MICCAI (3) (2018)
Anand A. Joshi, Minqi Chong, Richard M. Leahy
BrainSync: An Orthogonal Transformation for Synchronization of fMRI Data Across Subjects. MICCAI (1) (2017)
Rosita Shishegar, Anand A. Joshi, Mary Tolcos, David W. Walker, Leigh A. Johnston
Automatic segmentation of fetal brain using diffusion-weighted imaging cues. ISBI (2017)
Minqi Chong, Chitresh Bhushan, Anand A. Joshi, Soyoung Choi, Justin P. Haldar, David W. Shattuck, R. Nathan Spreng, Richard M. Leahy
Individual parcellation of resting fMRI with a group functional connectivity prior. NeuroImage 156 (2017)
Suyash P. Awate, Richard M. Leahy, Anand A. Joshi
Kernel Methods for Riemannian Analysis of Robust Descriptors of the Cerebral Cortex. IPMI (2017)
Anand A. Joshi, Soyoung Choi, Gaurav Sonkar, Minqi Chong, Jorge Gonzalez-Martinez, Dileep Nair, David W. Shattuck, Hanna Damasio, Richard M. Leahy
A whole brain atlas with sub-parcellation of cortical gyri using resting fMRI. Medical Imaging: Image Processing (2017)
Gautham Rajagopal, Anand A. Joshi, Richard M. Leahy
An algorithm for automatic parameter adjustment for brain extraction in BrainSuite. Medical Imaging: Image Processing (2017)
Suyash P. Awate, Richard M. Leahy, Anand A. Joshi
Riemannian Statistical Analysis of Cortical Geometry with Robustness to Partial Homology and Misalignment. MICCAI (1) (2016)
Anand A. Joshi, Richard M. Leahy, Ramsey Derek Badawi, Abhijit J. Chaudhari
Registration-Based Morphometry for Shape Analysis of the Bones of the Human Wrist. IEEE Trans. Medical Imaging 35 (2) (2016)
Carl Lederman, Anand A. Joshi, Ivo D. Dinov, John Darrell Van Horn, Luminita A. Vese, Arthur W. Toga
A Unified Variational Volume Registration Method Based on Automatically Learned Brain Structures. J. Math. Imaging Vis. 55 (2) (2016)
Anand A. Joshi, Ronald Salloum, Chitresh Bhushan, Richard M. Leahy
Measuring Asymmetric Interactions in Resting State Brain Networks. IPMI (2015)
Jie Shi, Olivier Collignon, Liang Xu, Gang Wang, Yue Kang, Franco Leporé, Yi Lao, Anand A. Joshi, Natasha Leporé, Yalin Wang
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 13 (3) (2015)
Chitresh Bhushan, Justin P. Haldar, Soyoung Choi, Anand A. Joshi, David W. Shattuck, Richard M. Leahy
Co-registration and distortion correction of diffusion and anatomical images based on inverse contrast normalization. NeuroImage 115 (2015)
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
Reproducibility of brain-cognition relationships using different cortical surface-based analysis protocols. ISBI (2014)
Kristian Eschenburg, Julio Villalon-Reina, Neda Jahanshad, Talia M. Nir, Madelaine Daianu, Anand A. Joshi, Cassandra D. Leonardo, Stella de Bode, Susan Y. Bookheimer, Noriko Salamon, Paul M. Thompson
Analysis of structural brain connectivity in 6 cases of hemispherectomy. ISBI (2014)
Syed Ashrafulla, Justin P. Haldar, Anand A. Joshi, Richard M. Leahy
Canonical granger causality between regions of interest. NeuroImage 83 (2013)
Kenia Martínez, Julio Villalon-Reina, Dominique Kessel, Anand A. Joshi, José Angel Pineda-Pardo, Neda Jahanshad, Talia M. Nir, Kristian Eschenburg, Francisco J. Román, Miguel Burgaleta, Ana Beatriz Solana, M. Ángeles Quiroga, Roberto Colom, Paul M. Thompson
Exploratory factor analysis of brain networks reveals sub-networks related to cognitive performance. ISBI (2013)
Sergül Aydöre, Syed Ashrafulla, Anand A. Joshi, Richard M. Leahy
A measure of connectivity in the presence of crosstalk. ACSSC (2013)
Anand A. Joshi, Richard M. Leahy, Ramsey Derek Badawi, Abhijit J. Chaudhari
Morphometry for early monitoring of treatment response in rheumatoid arthritis. ISBI (2013)
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
Genetic influences on sulcal patterns of the brain. ISBI (2012)
Anand A. Joshi, Syed Ashrafulla, David W. Shattuck, Hanna Damasio, Richard M. Leahy
An Invariant Shape Representation Using the Anisotropic Helmholtz Equation. MICCAI (3) (2012)
Sangeetha Somayajula, Anand A. Joshi, Richard M. Leahy
Non-rigid Image Registration Using Gaussian Mixture Models. WBIR (2012)
Anand A. Joshi, David W. Shattuck, Richard M. Leahy
A Method for Automated Cortical Surface Registration and Labeling. WBIR (2012)
Chitresh Bhushan, Justin P. Haldar, Anand A. Joshi, Richard M. Leahy
Correcting susceptibility-induced distortion in diffusion-weighted MRI using constrained nonrigid registration. APSIPA (2012)
David Wheland, Anand A. Joshi, Katie McMahon, Narelle K. Hansell, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson, David W. Shattuck, Richard M. Leahy
Robust identification of partial-correlation based networks with applications to cortical thickness data. ISBI (2012)
Syed Ashrafulla, Justin P. Haldar, Anand A. Joshi, Richard M. Leahy
Canonical Granger causality applied to functional brain data. ISBI (2012)
Anand A. Joshi, David W. Shattuck, Hanna Damasio, Richard M. Leahy
Geodesic curvature flow on surfaces for automatic sulcal delineation. ISBI (2012)
Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Bo Sun, Ivo D. Dinov, Katherine Narr, Arthur W. Toga, Roger P. Woods
Diffeomorphic Sulcal Shape Analysis on the Cortex. IEEE Trans. Medical Imaging 31 (6) (2012)
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
Resting-state fMRI can reliably map neural networks in children. NeuroImage 55 (1) (2011)
Neda Jahanshad, Iman Aganj, Christophe Lenglet, Anand A. Joshi, Yan Jin, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Guillermo Sapiro, Paul M. Thompson
Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins. ISBI (2011)
Julio Villalon, Anand A. Joshi, Natasha Leporé, Caroline C. Brun, Arthur W. Toga, Paul M. Thompson
Comparison of volumetric registration algorithms for tensor-based morphometry. ISBI (2011)
Anand A. Joshi, Shantanu H. Joshi, Moriah E. Thomason, Ivo D. Dinov, Arthur W. Toga
Evaluation of connectivity measures and anatomical features for statistical brain networks. ISBI (2011)
Gautam Prasad, Anand A. Joshi, Paul M. Thompson, Arthur W. Toga, David W. Shattuck, Demetri Terzopoulos
Skull-stripping with deformable organisms. ISBI (2011)
Carl Lederman, Anand A. Joshi, Ivo D. Dinov, Luminita A. Vese, Arthur W. Toga, John Darrell Van Horn
The generation of tetrahedral mesh models for neuroanatomical MRI. NeuroImage 55 (1) (2011)
Natasha Leporé, Anand A. Joshi, Richard M. Leahy, Caroline C. Brun, Yi-Yu Chou, Xavier Pennec, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Margaret J. Wright, Katie L. McMahon, Arthur W. Toga, Paul M. Thompson
A new combined surface and volume registration. Medical Imaging: Image Processing (2010)
Anand A. Joshi, Dimitrios Pantazis, Quanzheng Li, Hanna Damasio, David W. Shattuck, Arthur W. Toga, Richard M. Leahy
Sulcal set optimization for cortical surface registration. NeuroImage 50 (3) (2010)
Carl Lederman, Anand A. Joshi, Ivo D. Dinov, John D. Van Horn, Luminita A. Vese, Arthur W. Toga
Tetrahedral mesh generation for medical images with multiple regions using active surfaces. ISBI (2010)
Dimitrios Pantazis, Anand A. Joshi, Jintao Jiang, David W. Shattuck, Lynne E. Bernstein, Hanna Damasio, Richard M. Leahy
Comparison of landmark-based and automatic methods for cortical surface registration. NeuroImage 49 (3) (2010)
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
A genetic analysis of cortical thickness in 372 twins. ISBI (2010)
Anand A. Joshi, Shantanu H. Joshi, Ivo D. Dinov, David W. Shattuck, Richard M. Leahy, Arthur W. Toga
Anatomical structural network analysis of human brain using partial correlations of gray matter volumes. ISBI (2010)
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
Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach. MICCAI (1) (2010)
Shantanu H. Joshi, Ryan P. Cabeen, Anand A. Joshi, Roger P. Woods, Katherine Narr, Arthur W. Toga
Diffeomorphic sulcal shape analysis for cortical surface registration. CVPR (2010)
Anand A. Joshi, Abhijit J. Chaudhari, Changqing Li, David W. Shattuck, Joyita Dutta, Richard M. Leahy, Arthur W. Toga
Posture Matching and Elastic Registration of a Mouse Atlas to Surface Topography Range Data. ISBI (2009)
Anand A. Joshi, David W. Shattuck, Dimitrios Pantazis, Quanzheng Li, Hanna Damasio, Richard M. Leahy
Optimization of landmark selection for cortical surface registration. CVPR (2009)
Anand A. Joshi, Richard M. Leahy, Arthur W. Toga, David W. Shattuck
A Framework for Brain Registration via Simultaneous Surface and Volume Flow. IPMI (2009)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
A Parameterization-Based Numerical Method for Isotropic and Anisotropic Diffusion Smoothing on Non-Flat Surfaces. IEEE Trans. Image Process. 18 (6) (2009)
Joyita Dutta, Sangtae Ahn, Anand A. Joshi, Richard M. Leahy
Optimal Illumination Patterns for Fluorescence Tomography. ISBI (2009)
Sangeetha Somayajula, Anand A. Joshi, Richard M. Leahy
Mutual information based non-rigidmouse registration using a scale-space approach. ISBI (2008)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
Brain Image Registration Using Cortically Constrained Harmonic Mappings. IPMI (2007)
Ilya Eckstein, Anand A. Joshi, C.-C. Jay Kuo, Richard M. Leahy, Mathieu Desbrun
Generalized Surface Flows for Deformable Registration and Cortical Matching. MICCAI (1) (2007)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
Surface-Constrained Volumetric Brain Registration Using Harmonic Mappings. IEEE Trans. Medical Imaging 26 (12) (2007)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
A Finite Element Method for Elastic Parameterization and Alignment of Cortical Surfaces Using Sulcal Constraints. ISBI (2007)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
Simultaneous surface and volumetric registration using harmonic maps. Computational Imaging (2007)
Anand A. Joshi, David W. Shattuck, Paul M. Thompson, Richard M. Leahy
A Framework for Registration, Statistical Characterization and Classification of Cortically Constrained Functional Imaging Data. IPMI (2005)
Anand A. Joshi, Richard M. Leahy, Paul M. Thompson, David W. Shattuck
Cortical Surface Parameterization by P-Harmonic Energy Minimization. ISBI (2004)