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List of works by Leslie Ying

A Kernel-based Low-rank (KLR) Model for Low-dimensional Manifold Recovery in Highly Accelerated Dynamic MRI.

scientific article published on 05 July 2017

A New Deep Learning Network for Mitigating Limited-view and Under-sampling Artifacts in Ring-shaped Photoacoustic Tomography

scientific article published on 25 June 2020

A new single acquisition, two-image difference method for determining MR image SNR.

scientific article published in February 2009

A statistical approach to SENSE regularization with arbitrary k-space trajectories

scientific article published in August 2008

ACCELERATING DYNAMIC MAGNETIC RESONANCE IMAGING BY NONLINEAR SPARSE CODING

scientific article published on 01 April 2016

ACCELERATING MAGNETIC RESONANCE IMAGING VIA DEEP LEARNING

scientific article published on 01 April 2016

Accelerated MR diffusion tensor imaging using distributed compressed sensing

scientific article published in February 2014

Accelerated exponential parameterization of T2 relaxation with model-driven low rank and sparsity priors (MORASA).

scientific article

Accelerating MR Imaging via Deep Chambolle-Pock Network

scientific article published on 01 July 2019

Accelerating SENSE using compressed sensing

scientific article published in December 2009

Accelerating T1ρ cartilage imaging using compressed sensing with iterative locally adapted support detection and JSENSE.

scientific article published on 22 May 2015

Accelerating multicolor spectroscopic single-molecule localization microscopy using deep learning

scientific article published on 24 April 2020

Accelerating sensitivity encoding using compressed sensing.

scientific article published in January 2008

Acceleration of three-dimensional diffusion magnetic resonance imaging using a kernel low-rank compressed sensing method

scientific article published on 29 January 2020

Adaptive dictionary learning in sparse gradient domain for image recovery

scientific article published on 15 August 2013

An efficient non-iterative reconstruction algorithm for parallel MRI with arbitrary k-space trajectories

scientific article published in January 2005

An unsupervised deep learning method for multi-coil cine MRI

scientific article published on 02 December 2020

Artificial Neural Network Enhanced Bayesian PET Image Reconstruction.

scientific article published in June 2018

Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery

scientific article published on 09 August 2019

Bi-Linear Modeling of Manifold-Data Geometry for Dynamic-MRI Recovery

scientific article published on 01 December 2017

Bio-SCOPE: fast biexponential T1ρ mapping of the brain using signal-compensated low-rank plus sparse matrix decomposition

scientific article published on 24 November 2019

Blind sparse inpainting reveals cytoskeletal filaments with sub-Nyquist localization

Coil-combined split slice-GRAPPA for simultaneous multi-slice diffusion MRI

scientific article published on 18 November 2019

Compressed sensing dynamic cardiac cine MRI using learned spatiotemporal dictionary

scientific article published in April 2014

Compressed-sensing dynamic MR imaging with partially known support

scientific article published on January 1, 2010

Compressed-sensing photoacoustic computed tomography in vivo with partially known support

Cross-sampled GRAPPA for parallel MRI.

scientific article published on January 2010

DIMENSION: Dynamic MR imaging with both k-space and spatial prior knowledge obtained via multi-supervised network training

scientific article published on 04 September 2019

DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution

scientific article published on 08 February 2020

Diagnostic interchangeability of deep convolutional neural networks reconstructed knee MR images: preliminary experience

scientific article published on 01 September 2020

Direct diffusion tensor estimation using a model-based method with spatial and parametric constraints

scientific article

EMBC 2014.

scientific article published in July 2015

Enabling high-speed wide-field dynamic imaging in multifocal photoacoustic computed microscopy: a simulation study

scientific article

Fast GRAPPA reconstruction with random projection

scientific article published on 17 July 2014

Functional MRI in the assessment of cortical activation during gait-related imaginary tasks

scientific article published on 11 August 2009

Guest Editorial EMBC 2014

Highly accelerated dynamic contrast-enhanced MRI with temporal constrained reconstruction.

scientific article published on January 2014

Image reconstruction from phased-array MRI data based on multichannel blind deconvolution

scientific article published in 2010

Image reconstruction from phased-array data based on multichannel blind deconvolution

scientific article published on 25 June 2015

Improved gradient-echo 3D magnetic resonance imaging using compressed sensing and Toeplitz encoding with phase-scrambled RF excitation

scientific article published on 23 December 2019

Improved parallel image reconstruction using feature refinement.

scientific article

Improved self-calibrated spiral parallel imaging using JSENSE.

scientific article

Improving GRAPPA using cross-sampled autocalibration data.

scientific article

Incorporating reference in parallel imaging and compressed sensing

scientific article published on 25 April 2014

Initial testing of a 3D printed perfusion phantom using digital subtraction angiography

scientific article published on February 2015

Integrating parallel imaging with generalized series for accelerated dynamic imaging

scientific article published in January 2005

Iterative feature refinement for accurate undersampled MR image reconstruction

scientific article published on April 2016

Joint image reconstruction and sensitivity estimation in SENSE (JSENSE).

scientific article

KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction

scientific article published on 07 August 2018

Learning Joint-Sparse Codes for Calibration-Free Parallel MR Imaging

scientific article published on 29 August 2017

M-MRI: A Manifold-based Framework to Highly Accelerated Dynamic Magnetic Resonance Imaging.

scientific article published in April 2017

MLS: Joint Manifold-Learning and Sparsity-Aware Framework for Highly Accelerated Dynamic Magnetic Resonance Imaging

scientific article published on 01 April 2018

Machine-learning based spectral classification for spectroscopic single-molecule localization microscopy

scientific article published on 01 December 2019

Metabolomic imaging for human prostate cancer detection

scientific article published on January 2010

Modified GAN Augmentation Algorithms for the MRI-Classification of Myocardial Scar Tissue in Ischemic Cardiomyopathy

scientific article published on 13 September 2021

Noise behavior of MR brain reconstructions using compressed sensing

scientific article published in January 2013

Nonlinear GRAPPA: a kernel approach to parallel MRI reconstruction.

scientific article published on 12 December 2011

On Tikhonov regularization for image reconstruction in parallel MRI.

scientific article published in January 2004

Parallel MRI reconstruction: a filter-bank approach

scientific article

Parallel generalized series MRI: algorithm and application to cancer imaging

scientific article published in January 2004

Pseudo 2D random sampling for compressed sensing MRI.

scientific article published in January 2009

Regularized sensitivity encoding (SENSE) reconstruction using Bregman iterations

scientific article published in January 2009

SCOPE: signal compensation for low-rank plus sparse matrix decomposition for fast parameter mapping

scientific article published on 13 September 2018

SENSE reconstruction with inaccurate sensitivity functions: effects and remedies

scientific article published in January 2004

SENSE reconstruction with nonlocal TV regularization.

scientific article published in January 2009

Sensitivity encoding reconstruction with nonlocal total variation regularization

scientific article

Sparse BLIP: BLind Iterative Parallel imaging reconstruction using compressed sensing

scientific article published in February 2014

Sparsity-constrained PET image reconstruction with learned dictionaries

scientific article published on 5 August 2016

Toeplitz random encoding MR imaging using compressed sensing

scientific article published in June 2009

Tract-based spatial statistics: application to mild cognitive impairment

scientific article

Truncation effects in SENSE reconstruction

scientific article published on 18 October 2006

Truncation effects in SENSE reconstruction

scientific article published on 01 January 2004

Undersampled dynamic magnetic resonance imaging using kernel principal component analysis

scientific article published in August 2014

Virtual mouse brain histology from multi-contrast MRI via deep learning

scientific article published in 2022

k-t ISD: dynamic cardiac MR imaging using compressed sensing with iterative support detection

scientific article

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