Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact
Tremendous efforts have been made in the last decade to advance cutting-edge MRI
technology in pursuit of mapping structural connectivity in the living human brain with …
technology in pursuit of mapping structural connectivity in the living human brain with …
[HTML][HTML] Reproducibility of the standard model of diffusion in white matter on clinical MRI systems
Estimating intra-and extra-axonal microstructure parameters, such as volume fractions and
diffusivities, has been one of the major efforts in brain microstructure imaging with MRI. The …
diffusivities, has been one of the major efforts in brain microstructure imaging with MRI. The …
Tensor denoising of multidimensional MRI data
Purpose To develop a denoising strategy leveraging redundancy in high‐dimensional data.
Theory and Methods The SNR fundamentally limits the information accessible by MRI. This …
Theory and Methods The SNR fundamentally limits the information accessible by MRI. This …
[HTML][HTML] MP-PCA denoising of fMRI time-series data can lead to artificial activation “spreading”
MP-PCA denoising has become the method of choice for denoising MRI data since it
provides an objective threshold to separate the signal components from unwanted thermal …
provides an objective threshold to separate the signal components from unwanted thermal …
SNR‐enhanced diffusion MRI with structure‐preserving low‐rank denoising in reproducing kernel Hilbert spaces
G Ramos‐Llordén… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose To introduce, develop, and evaluate a novel denoising technique for diffusion MRI
that leverages nonlinear redundancy in the data to boost the SNR while preserving signal …
that leverages nonlinear redundancy in the data to boost the SNR while preserving signal …
Feasibility of accelerated prostate diffusion-weighted imaging on 0.55 T MRI enabled with random matrix theory denoising
G Lemberskiy, H Chandarana, M Bruno… - Investigative …, 2023 - journals.lww.com
Methods Twenty-one volunteers and 2 prostate cancer patients were imaged with a 6-
channel pelvic surface array coil and an 18-channel spine array on a prototype 0.55 T …
channel pelvic surface array coil and an 18-channel spine array on a prototype 0.55 T …
Assessment of precision and accuracy of brain white matter microstructure using combined diffusion MRI and relaxometry
Joint modeling of diffusion and relaxation has seen growing interest due to its potential to
provide complementary information about tissue microstructure. For brain white matter (WM) …
provide complementary information about tissue microstructure. For brain white matter (WM) …
Noise mapping and removal in complex-valued multi-channel MRI via optimal shrinkage of singular values
In magnetic resonance imaging (MRI), noise is a limiting factor for higher spatial resolution
and a major cause of prolonged scan time, owing to the need for repeated scans. Improving …
and a major cause of prolonged scan time, owing to the need for repeated scans. Improving …
[HTML][HTML] Optimal shrinkage denoising breaks the noise floor in high-resolution diffusion MRI
The spatial resolution attainable in diffusion magnetic resonance (MR) imaging is inherently
limited by noise. The weaker signal associated with a smaller voxel size, especially at a high …
limited by noise. The weaker signal associated with a smaller voxel size, especially at a high …
Improved liver fat and quantification at 0.55 T using locally low‐rank denoising
Purpose To improve liver proton density fat fraction (PDFF) and R 2* R _2^ ∗ quantification
at 0.55 T by systematically validating the acquisition parameter choices and investigating the …
at 0.55 T by systematically validating the acquisition parameter choices and investigating the …