Justin P. Haldar

发表

Multidimensional correlation spectroscopic imaging of exponential decays: From theoretical principles to in vivo human applications

Daeun Kim, Jessica L. Wisnowski, Christopher T. Nguyen, 2018, NMR in biomedicine.

New linear transforms for data on a Fourier 2-sphere with application to diffusion MRI

Justin P. Haldar, Richard M. Leahy, R. Leahy, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Constrained Spectroscopic Imaging with Hard and Soft Anatomical Boundary Constraints

Norbert Schuff, Justin P. Haldar, Mathews Jacob, 2006 .

Low-rank modeling of local k-space neighborhoods: from phase and support constraints to structured sparsity

Justin P. Haldar, J. Haldar, 2015, SPIE Optical Engineering + Applications.

Robust autocalibrated structured low‐rank EPI ghost correction

Justin P. Haldar, Kawin Setsompop, Krishna S. Nayak, 2019, Magnetic resonance in medicine.

Image Reconstruction From Highly Undersampled $( {\bf k}, {t})$-Space Data With Joint Partial Separability and Sparsity Constraints

Justin P. Haldar, Zhi-Pei Liang, Bo Zhao, 2012, IEEE Transactions on Medical Imaging.

Robust autocalibrated loraks for EPI ghost correction

Justin P. Haldar, Krishna S. Nayak, W. Scott Hoge, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Nonnegative matrix factorization for tissue mixture modeling with noisy MR magnitude image sequences

Daeun Kim, Justin P. Haldar, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Denoising of MR spectroscopic imaging data with spatial-spectral regularization

Justin P. Haldar, Minh N. Do, Zhi-Pei Liang, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Advanced MRI reconstruction toolbox with accelerating on GPU

Justin P. Haldar, Xiaolong Wu, Zhi-Pei Liang, 2011, Electronic Imaging.

Autocalibrated loraks for fast constrained MRI reconstruction

Justin P. Haldar, J. Haldar, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Linear transforms for Fourier data on the sphere: Application to high angular resolution diffusion MRI of the brain

Justin P. Haldar, Richard M. Leahy, R. Leahy, 2013, NeuroImage.

More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs

Justin P. Haldar, Xiaolong Wu, Zhi-Pei Liang, 2013, J. Parallel Distributed Comput..

An Evaluation of Regularization Strategies for Subsampled Single-Shell Diffusion MRI

Justin P. Haldar, Kawin Setsompop, Congyu Liao, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Correction to "Compressed-sensing MRI with random encoding"

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2013, IEEE Trans. Medical Imaging.

On model-based MR spectroscopic imaging

Justin P. Haldar, Mathews Jacob, Zhi-Pei Liang, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Relaxation-Relaxation Correlation Spectroscopic Imaging (RR-CSI): Leveraging the Blessings of Dimensionality to Map In Vivo Microstructure

Jessica L. Wisnowski, Christopher T. Nguyen, Justin P. Haldar, 2018, 1806.05752.

Deconvolved Spatial Light Interference Microscopy for Live Cell Imaging

Justin P. Haldar, Zhuo Wang, Zhi-Pei Liang, 2011, IEEE Transactions on Biomedical Engineering.

Low-Rank Modeling of Local $k$-Space Neighborhoods (LORAKS) for Constrained MRI

Justin P. Haldar, J. Haldar, 2014, IEEE Transactions on Medical Imaging.

Optimal experiment design for magnetic resonance fingerprinting

Justin P. Haldar, Lawrence L. Wald, Bo Zhao, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Majorize-Minimize Framework for Rician and Non-Central Chi MR Images

Justin P. Haldar, Divya Varadarajan, J. Haldar, 2015, IEEE Transactions on Medical Imaging.

Co-registration and distortion correction of diffusion and anatomical images based on inverse contrast normalization

Justin P. Haldar, Richard M. Leahy, David W. Shattuck, 2015, NeuroImage.

The Fourier radial error spectrum plot: A more nuanced quantitative evaluation of image reconstruction quality

Justin P. Haldar, Tae Hyung Kim, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

LORAKI: Autocalibrated Recurrent Neural Networks for Autoregressive MRI Reconstruction in k-Space pdf

Justin P. Haldar, Tae Hyung Kim, Pratyush Garg, 2019, ArXiv.

Motion compensation for reference-constrained image reconstruction from limited data

Justin P. Haldar, Zhi-Pei Liang, Fan Lam, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Optimal Sampling & Reconstruction: Theory and Applications

Justin P. Haldar, 2019 .

Linear Predictability in MRI Reconstruction: Leveraging Shift-Invariant Fourier Structure for Faster and Better Imaging

Justin P. Haldar, Kawin Setsompop, K. Setsompop, 2019, 1903.03141.

Probing in vivo microstructure with T1-T2 relaxation correlation spectroscopic imaging

Daeun Kim, Jessica L. Wisnowski, Christopher T. Nguyen, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Super-resolution reconstruction of MR image sequences with contrast modeling

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Low-Rank Modeling of Local Sinogram Neighborhoods with Tomographic Applications

Justin P. Haldar, Richard M. Leahy, Rodrigo A. Lobos, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

MR correlation spectroscopic imaging of multidimensional exponential decays: probing microstructure with diffusion and relaxation

Jessica L. Wisnowski, Justin P. Haldar, Daeun Kim, 2017, Optical Engineering + Applications.

Low rank matrix recovery for real-time cardiac MRI

Justin P. Haldar, Zhi-Pei Liang, Bo Zhao, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Using GPUs to Accelerate Advanced MRI Reconstruction with Field Inhomogeneity Compensation

Justin P. Haldar, Zhi-Pei Liang, Wen-mei W. Hwu, 2011 .

Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics

Justin P. Haldar, Lawrence L. Wald, Kawin Setsompop, 2017, IEEE Transactions on Medical Imaging.

PSF model-based reconstruction with sparsity constraint: Algorithm and application to real-time cardiac MRI

Justin P. Haldar, Zhi-Pei Liang, Bo Zhao, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Scalable and Robust Tensor Decomposition of Spontaneous Stereotactic EEG Data

Justin P. Haldar, Richard M. Leahy, John C. Mosher, 2019, IEEE Transactions on Biomedical Engineering.

Regularized inversion of noisy, incomplete MR spectroscopic imaging data with anatomical prior

Norbert Schuff, Justin P. Haldar, Mathews Jacob, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Computational imaging with loraks: Reconstructing linearly predictable signals using low-rank matrix regularization

Justin P. Haldar, Tae Hyung Kim, Tae Hyung Kim, 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

Towards optimal linear estimation of orientation distribution functions with arbitrarily sampled diffusion MRI data

Justin P. Haldar, Divya Varadarajan, J. Haldar, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Label-free high-resolution imaging of live cells with deconvolved spatial light interference microscopy

Justin P. Haldar, Zhi-Pei Liang, Gabriel Popescu, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Greedy algorithms for nonnegativity-constrained simultaneous sparse recovery

Justin P. Haldar, Daeun Kim, J. Haldar, 2016, Signal Process..

Efficient iterative solutions to complex-valued nonlinear least-squares problems with mixed linear and antilinear operators pdf

Justin P. Haldar, Tae Hyung Kim, Tae Hyung Kim, 2020, Optimization and Engineering.

A theoretical signal processing framework for linear diffusion MRI: Implications for parameter estimation and experiment design

Justin P. Haldar, Divya Varadarajan, J. Haldar, 2017, NeuroImage.

Canonical Granger causality applied to functional brain data

Justin P. Haldar, Richard M. Leahy, Anand A. Joshi, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Joint reconstruction of noisy high-resolution MR image sequences

Justin P. Haldar, Zhi-Pei Liang, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Compressed-Sensing MRI With Random Encoding

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2011, IEEE Transactions on Medical Imaging.

MS-FRACT: Optimized linear transform methods for ODF estimation in multi-shell diffusion MRI

Justin P. Haldar, Divya Varadarajan, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Learning How to Interpolate Fourier Data With Unknown Autoregressive Structure: An Ensemble-Based Approach

Justin P. Haldar, Tae Hyung Kim, J. Haldar, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Further development of image reconstruction from highly undersampled (k, t)-space data with joint partial separability and sparsity constraints

Justin P. Haldar, Zhi-Pei Liang, Bo Zhao, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Accelerating advanced mri reconstructions on gpus

Justin P. Haldar, Zhi-Pei Liang, Wen-mei W. Hwu, 2008, CF '08.

Learning-based computational MRI reconstruction without big data: from linear interpolation and structured low-rank matrices to recurrent neural networks

Justin P. Haldar, Tae Hyung Kim, J. Haldar, 2019, Optical Engineering + Applications.

Accelerating iterative field-compensated MR image reconstruction on GPUs

Justin P. Haldar, Xiaolong Wu, Zhi-Pei Liang, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Navigator-Free EPI Ghost Correction With Structured Low-Rank Matrix Models: New Theory and Methods

Justin P. Haldar, Tae Hyung Kim, Rodrigo A. Lobos, 2017, IEEE Transactions on Medical Imaging.

A hybrid high-resolution anatomical MRI atlas with sub-parcellation of cortical gyri using resting fMRI

Jessica L. Wisnowski, Justin P. Haldar, Richard M. Leahy, 2020, Journal of Neuroscience Methods.

Correcting susceptibility-induced distortion in diffusion-weighted MRI using constrained nonrigid registration

Justin P. Haldar, Richard M. Leahy, Anand A. Joshi, 2012, Proceedings of The 2012 Asia Pacific Signal and Information Processing Association Annual Summit and Conference.

A quadratic majorize-minimize framework for statistical estimation with noisy rician- and noncentral chi-distributed MR images

Justin P. Haldar, Divya Varadarajan, J. Haldar, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Low-rank approximations for dynamic imaging

Justin P. Haldar, Zhi-Pei Liang, Zhi-Pei Liang, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

PALMNUT: An Enhanced Proximal Alternating Linearized Minimization Algorithm With Application to Separate Regularization of Magnitude and Phase

Justin P. Haldar, Yunsong Liu, J. Haldar, 2020, IEEE Transactions on Computational Imaging.

Improved efficiency for microstructure imaging using high-dimensional MR correlation spectroscopic imaging

Daeun Kim, Jessica L. Wisnowski, Justin P. Haldar, 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

REMOVAL OF LIPID SIGNAL IN MRSI USING SPATIAL-SPECTRAL CONSTRAINTS

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Causality in variance in electrophysiological data using the ARCH model

Justin P. Haldar, Richard M. Leahy, John C. Mosher, 2013, 2013 Asilomar Conference on Signals, Systems and Computers.

On MR experiment design with quadratic regularization

Justin P. Haldar, Zhi-Pei Liang, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Accelerating advanced MRI reconstructions on GPUs

Justin P. Haldar, Zhi-Pei Liang, Wen-mei W. Hwu, 2008, J. Parallel Distributed Comput..

Rank-Constrained Solutions to Linear Matrix Equations Using PowerFactorization

Justin P. Haldar, Diego Hernando, J. Haldar, 2009, IEEE Signal Processing Letters.

Constrained mixture modeling for the estimation of kinetic parameters in dynamic PET

Justin P. Haldar, Richard M. Leahy, Quanzheng Li, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Accelerated Wirtinger Flow: A fast algorithm for ptychography

Justin P. Haldar, Rui Xu, Richard M. Leahy, 2018, 1806.05546.

How GPUs Can Improve the Quality of Magnetic Resonance Imaging

Haoran Yi, Justin P. Haldar, Wen-mei W. Hwu, 2011 .

SHAPING SPATIAL RESPONSE FUNCTIONS FOR OPTIMAL ESTIMATION OF COMPARTMENTAL SIGNALS FROM LIMITED FOURIER DATA

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Spatiotemporal imaging with partially separable functions: A matrix recovery approach

Justin P. Haldar, Zhi-Pei Liang, Zhi-Pei Liang, 2010, 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Temporal Non-Local Means Filtering Reveals Real-Time Whole-Brain Cortical Interactions in Resting fMRI

Justin P. Haldar, Richard M. Leahy, Hanna Damasio, 2016, PloS one.

High-resolution cardiac MRI using partially separable functions and weighted spatial smoothness regularization

Justin P. Haldar, Zhi-Pei Liang, Cornelius Brinegar, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Further development in anatomically constrained MR image reconstruction: Application to multimodal imaging of mouse stroke

Justin P. Haldar, Zhi-Pei Liang, Qing Wang, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

SMS-LORAKS: Calibrationless simultaneous multislice MRI using low-rank matrix modeling

Justin P. Haldar, Tae Hyung Kim, J. Haldar, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

The equivalence of linear spherical deconvolution and model-free linear transform methods for diffusion MRI

Justin P. Haldar, Richard M. Leahy, 2013, 2013 IEEE 10th International Symposium on Biomedical Imaging.

Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI

Justin P. Haldar, Xiaolong Wu, Zhi-Pei Liang, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Canonical granger causality between regions of interest

Justin P. Haldar, Richard M. Leahy, Anand A. Joshi, 2013, NeuroImage.

Sparsity Constrained Mixture Modeling for the Estimation of Kinetic Parameters in Dynamic PET

Justin P. Haldar, Richard M. Leahy, Quanzheng Li, 2014, IEEE Transactions on Medical Imaging.

Constrained imaging: denoising and sparse sampling

Justin P. Haldar, 2011 .

Quantitative Improvement of Diffusion Spectrum Imaging Tractography using Statistical Denoising

Justin P. Haldar, 2010 .

Accelerating MR image reconstruction on GPUs

Justin P. Haldar, Zhi-Pei Liang, Wen-mei W. Hwu, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Reduced-encoding MRI using higher-order generalized series

Justin P. Haldar, Zhi-Pei Liang, Diego Hernando, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Correcting inhomogeneity-induced distortion in FMRI using non-rigid registration

Justin P. Haldar, Richard M. Leahy, David W. Shattuck, 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI).

Autoregression and Structured Low-Rank Modeling of Sinograms

Justin P. Haldar, Richard M. Leahy, Rodrigo A. Lobos, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints

Norbert Schuff, Justin P. Haldar, Zhi-Pei Liang, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Corrections to: Efficient iterative solutions to complex-valued nonlinear least-squares problems with mixed linear and antilinear operators

Justin P. Haldar, Tae Hyung Kim, 2021 .

Multi-GPU Implementation for Iterative MR Image Reconstruction with Field Correction

Justin P. Haldar, Yue Zhuo, Z-P. Liang, 2011 .