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Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

Magnetic resonance in medicine, 2020-02, Vol.83 (2), p.377-390

2020

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DeepSENSE: Learning coil sensitivity functions for SENSE reconstruction using deep learning

Magnetic resonance in medicine, 2022-04, Vol.87 (4), p.1894-1902

2022

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A subspace approach to high-resolution spectroscopic imaging

Magnetic resonance in medicine, 2014-04, Vol.71 (4), p.1349-1357

2014

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Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors

IEEE transactions on medical imaging, 2016-09, Vol.35 (9), p.2119-2129

2016

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Simultaneous QSM and metabolic imaging of the brain using SPICE

Magnetic resonance in medicine, 2018-01, Vol.79 (1), p.13-21

2018

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Simultaneous QSM and metabolic imaging of the brain using SPICE: Further improvements in data acquisition and processing

Magnetic resonance in medicine, 2021-02, Vol.85 (2), p.970-977

2021

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High‐resolution sodium imaging using anatomical and sparsity constraints for denoising and recovery of novel features

Magnetic resonance in medicine, 2021-08, Vol.86 (2), p.625-636

2021

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Simultaneous metabolic and functional imaging of the brain using SPICE

Magnetic resonance in medicine, 2019-12, Vol.82 (6), p.1993-2002

2019

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Improved estimation of myelin water fractions with learned parameter distributions

Magnetic resonance in medicine, 2021-11, Vol.86 (5), p.2795-2809

2021

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Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds

IEEE transactions on medical imaging, 2014-09, Vol.33 (9), p.1832-1844

2014

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Accelerating T2 mapping of the brain by integrating deep learning priors with low‐rank and sparse modeling

Magnetic resonance in medicine, 2021-03, Vol.85 (3), p.1455-1467

2021

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Optimization of 3D dynamic speech MRI: Poisson‐disc undersampling and locally higher‐rank reconstruction through partial separability model with regional optimized temporal basis

Magnetic resonance in medicine, 2024-01, Vol.91 (1), p.61-74

2024

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B1 mapping using pre‐learned subspaces for quantitative brain imaging

Magnetic resonance in medicine, 2023-11, Vol.90 (5), p.2089-2101

2023

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Compressed-Sensing MRI With Random Encoding

IEEE transactions on medical imaging, 2011-04, Vol.30 (4), p.893-903

2011

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A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging

IEEE transactions on biomedical engineering, 2017-10, Vol.64 (10), p.2486-2489

2017

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Chemical shift-based water/fat separation: A comparison of signal models

Magnetic resonance in medicine, 2010-09, Vol.64 (3), p.811-822

2010

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Enhancing linguistic research through 2‐mm isotropic 3D dynamic speech MRI optimized by sparse temporal sampling and low‐rank reconstruction

Magnetic resonance in medicine, 2023-02, Vol.89 (2), p.652-664

2023

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Macromolecule mapping of the brain using ultrashort‐TE acquisition and reference‐based metabolite removal

Magnetic resonance in medicine, 2018-05, Vol.79 (5), p.2460-2469

2018

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JSENSE‐Pro: Joint sensitivity estimation and image reconstruction in parallel imaging using pre‐learned subspaces of coil sensitivity functions

Magnetic resonance in medicine, 2023-04, Vol.89 (4), p.1531-1542

2023

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Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

Journal of magnetic resonance imaging, 2023-09, Vol.58 (3), p.838-847

2023

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Accelerated 3D metabolite T1 mapping of the brain using variable‐flip‐angle SPICE

Magnetic resonance in medicine, 2024-10, Vol.92 (4), p.1310-1322

2024

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Simultaneous Mapping of Water Diffusion Coefficients and Metabolite Distributions of the Brain Using MR Spectroscopic Imaging Without Water Suppression

IEEE transactions on biomedical engineering, 2023-03, Vol.70 (3), p.962-969

2023

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Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3879-3890

2021

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Quantification of creatine kinase reaction rate in mouse hindlimb using phosphorus‐31 magnetic resonance spectroscopic fingerprinting

NMR in biomedicine, 2021-02, Vol.34 (2), p.e4435-n/a

2021

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Subspace Model-Assisted Deep Learning for Improved Image Reconstruction

IEEE transactions on medical imaging, 2023-12, Vol.42 (12), p.3833-3846

2023

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Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

DeepSENSE: Learning coil sensitivity functions for SENSE reconstruction using deep learning

A subspace approach to high-resolution spectroscopic imaging

Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors

Simultaneous QSM and metabolic imaging of the brain using SPICE

Simultaneous QSM and metabolic imaging of the brain using SPICE: Further improvements in data acquisition and processing

High‐resolution sodium imaging using anatomical and sparsity constraints for denoising and recovery of novel features

Simultaneous metabolic and functional imaging of the brain using SPICE

Improved estimation of myelin water fractions with learned parameter distributions

Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds

Accelerating T2 mapping of the brain by integrating deep learning priors with low‐rank and sparse modeling

Optimization of 3D dynamic speech MRI: Poisson‐disc undersampling and locally higher‐rank reconstruction through partial separability model with regional optimized temporal basis

B1 mapping using pre‐learned subspaces for quantitative brain imaging

Compressed-Sensing MRI With Random Encoding

A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging

Chemical shift-based water/fat separation: A comparison of signal models

Enhancing linguistic research through 2‐mm isotropic 3D dynamic speech MRI optimized by sparse temporal sampling and low‐rank reconstruction

Macromolecule mapping of the brain using ultrashort‐TE acquisition and reference‐based metabolite removal

JSENSE‐Pro: Joint sensitivity estimation and image reconstruction in parallel imaging using pre‐learned subspaces of coil sensitivity functions

Predicting the Onset of Ischemic Stroke With Fast High‐Resolution 3D MR Spectroscopic Imaging

Accelerated 3D metabolite T1 mapping of the brain using variable‐flip‐angle SPICE

Simultaneous Mapping of Water Diffusion Coefficients and Metabolite Distributions of the Brain Using MR Spectroscopic Imaging Without Water Suppression

Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging

Quantification of creatine kinase reaction rate in mouse hindlimb using phosphorus‐31 magnetic resonance spectroscopic fingerprinting

Subspace Model-Assisted Deep Learning for Improved Image Reconstruction

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