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Accelerated MR spectroscopic imaging—a review of current and emerging techniques
Over more than 30 years in vivo MR spectroscopic imaging (MRSI) has undergone an
enormous evolution from theoretical concepts in the early 1980s to the robust imaging …
enormous evolution from theoretical concepts in the early 1980s to the robust imaging …
[HTML][HTML] Comprehensive literature review of hyperpolarized carbon-13 MRI: The road to clinical application
This review provides a comprehensive assessment of the development of hyperpolarized
(HP) carbon-13 metabolic MRI from the early days to the present with a focus on clinical …
(HP) carbon-13 metabolic MRI from the early days to the present with a focus on clinical …
A subspace approach to high‐resolution spectroscopic imaging
Purpose To accelerate spectroscopic imaging using sparse sampling of‐space and
subspace (or low‐rank) modeling to enable high‐resolution metabolic imaging with good …
subspace (or low‐rank) modeling to enable high‐resolution metabolic imaging with good …
High‐resolution 1H‐MRSI of the brain using SPICE: Data acquisition and image reconstruction
Purpose To develop data acquisition and image reconstruction methods to enable high‐
resolution 1H MR spectroscopic imaging (MRSI) of the brain, using the recently proposed …
resolution 1H MR spectroscopic imaging (MRSI) of the brain, using the recently proposed …
Acquisition sequences and reconstruction methods for fast chemical exchange saturation transfer imaging
Chemical exchange saturation transfer (CEST) imaging is an emerging molecular magnetic
resonance imaging (MRI) technique that has been developed and employed in numerous …
resonance imaging (MRI) technique that has been developed and employed in numerous …
Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces
Purpose To develop a subspace learning method for the recently proposed subspace‐
based MRSI approach known as SPICE, and achieve ultrafast 1H‐MRSI of the brain. Theory …
based MRSI approach known as SPICE, and achieve ultrafast 1H‐MRSI of the brain. Theory …
[HTML][HTML] Map** of brain macromolecules and their use for spectral processing of 1H-MRSI data with an ultra-short acquisition delay at 7 T
Long echo time (TE) MR spectroscopy (MRS) sequences are sensitive only to metabolites of
low molecular weight. At shorter TE, significantly more metabolite signals are detectable …
low molecular weight. At shorter TE, significantly more metabolite signals are detectable …
Constrained magnetic resonance spectroscopic imaging by learning nonlinear low-dimensional models
Magnetic resonance spectroscopic imaging (MRSI) is a powerful molecular imaging
modality but has very limited speed, resolution, and SNR tradeoffs. Construction of a low …
modality but has very limited speed, resolution, and SNR tradeoffs. Construction of a low …
Chemical exchange saturation transfer (CEST) imaging with fast variably‐accelerated sensitivity encoding (vSENSE)
Purpose The widespread clinical use of chemical exchange saturation transfer (CEST)
imaging is hampered by relatively long scan times due to its requirement that multiple …
imaging is hampered by relatively long scan times due to its requirement that multiple …
Joint learning of nonlinear representation and projection for fast constrained MRSI reconstruction
Y Li, L Ruhm, Z Wang, R Zhao… - Magnetic resonance …, 2025 - Wiley Online Library
Purpose To develop and evaluate a novel method for computationally efficient
reconstruction from noisy MR spectroscopic imaging (MRSI) data. Methods The proposed …
reconstruction from noisy MR spectroscopic imaging (MRSI) data. Methods The proposed …