Lista de obras -

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

artículo científico publicado en 2017

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

artículo científico publicado en 2020

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

artículo científico publicado en 2009

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

artículo científico publicado en 2008

ACCELERATING DYNAMIC MAGNETIC RESONANCE IMAGING BY NONLINEAR SPARSE CODING

scientific article published on 01 April 2016

ACCELERATING MAGNETIC RESONANCE IMAGING VIA DEEP LEARNING

artículo científico publicado en 2016

Accelerated MR diffusion tensor imaging using distributed compressed sensing

artículo científico publicado en 2014

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

artículo científico publicado en 2016

Accelerating MR Imaging via Deep Chambolle-Pock Network

artículo científico publicado en 2019

Accelerating SENSE using compressed sensing

artículo científico publicado en 2009

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

artículo científico publicado en 2015

Accelerating multicolor spectroscopic single-molecule localization microscopy using deep learning

artículo científico publicado en 2020

Accelerating sensitivity encoding using compressed sensing.

artículo científico publicado en 2008

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

artículo científico publicado en 2020

Adaptive dictionary learning in sparse gradient domain for image recovery

artículo científico publicado en 2013

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

artículo científico publicado en 2005

An unsupervised deep learning method for multi-coil cine MRI

artículo científico publicado en 2020

Artificial Neural Network Enhanced Bayesian PET Image Reconstruction.

artículo científico publicado en 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

artículo científico publicado en 2019

Compressed sensing dynamic cardiac cine MRI using learned spatiotemporal dictionary

artículo científico publicado en 2014

Compressed-sensing dynamic MR imaging with partially known support

artículo científico publicado el 1 de enero de 2010

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

Cross-sampled GRAPPA for parallel MRI.

artículo científico publicado en 2010

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

artículo científico publicado en 2019

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

artículo científico publicado en 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

artículo científico publicado en 2016

EMBC 2014.

artículo científico publicado en 2015

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

artículo científico publicado en 2016

Fast GRAPPA reconstruction with random projection

artículo científico publicado en 2014

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

artículo científico publicado en 2009

Guest Editorial EMBC 2014

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

artículo científico publicado en 2014

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

artículo científico publicado en 2010

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

artículo científico publicado en 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.

artículo científico publicado en 2017

Improved self-calibrated spiral parallel imaging using JSENSE.

artículo científico publicado en 2008

Improving GRAPPA using cross-sampled autocalibration data.

artículo científico publicado en 2011

Incorporating reference in parallel imaging and compressed sensing

artículo científico publicado en 2014

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

artículo científico publicado en 2015

Integrating parallel imaging with generalized series for accelerated dynamic imaging

artículo científico publicado en 2005

Iterative feature refinement for accurate undersampled MR image reconstruction

artículo científico publicado en 2016

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

artículo científico publicado en 2007

KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction

artículo científico publicado en 2018

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

artículo científico publicado en 2017

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

artículo científico publicado en 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

artículo científico publicado en 2019

Metabolomic imaging for human prostate cancer detection

artículo científico publicado en 2010

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

artículo científico publicado en 2021

Noise behavior of MR brain reconstructions using compressed sensing

artículo científico publicado en 2013

Nonlinear GRAPPA: a kernel approach to parallel MRI reconstruction.

artículo científico publicado en 2011

On Tikhonov regularization for image reconstruction in parallel MRI.

artículo científico publicado en 2004

Parallel MRI reconstruction: a filter-bank approach

artículo científico publicado en 2005

Parallel generalized series MRI: algorithm and application to cancer imaging

artículo científico publicado en 2004

Pseudo 2D random sampling for compressed sensing MRI.

artículo científico publicado en 2009

Regularized sensitivity encoding (SENSE) reconstruction using Bregman iterations

artículo científico publicado en 2009

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

artículo científico publicado en 2018

SENSE reconstruction with inaccurate sensitivity functions: effects and remedies

artículo científico publicado en 2004

SENSE reconstruction with nonlocal TV regularization.

artículo científico publicado en 2009

Sensitivity encoding reconstruction with nonlocal total variation regularization

artículo científico publicado en 2010

Sparse BLIP: BLind Iterative Parallel imaging reconstruction using compressed sensing

artículo científico publicado en 2014

Sparsity-constrained PET image reconstruction with learned dictionaries

artículo científico publicado en 2016

Toeplitz random encoding MR imaging using compressed sensing

artículo científico publicado en 2009

Tract-based spatial statistics: application to mild cognitive impairment

artículo científico publicado en 2014

Truncation effects in SENSE reconstruction

artículo científico publicado en 2006

Truncation effects in SENSE reconstruction

scientific article published on 01 January 2004

Undersampled dynamic magnetic resonance imaging using kernel principal component analysis

artículo científico publicado en 2014

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

artículo científico publicado en 2022

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

artículo científico publicado en 2011

Lista de obras de

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

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

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

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

ACCELERATING DYNAMIC MAGNETIC RESONANCE IMAGING BY NONLINEAR SPARSE CODING

ACCELERATING MAGNETIC RESONANCE IMAGING VIA DEEP LEARNING

Accelerated MR diffusion tensor imaging using distributed compressed sensing

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

Accelerating MR Imaging via Deep Chambolle-Pock Network

Accelerating SENSE using compressed sensing

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

Accelerating multicolor spectroscopic single-molecule localization microscopy using deep learning

Accelerating sensitivity encoding using compressed sensing.

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

Adaptive dictionary learning in sparse gradient domain for image recovery

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

An unsupervised deep learning method for multi-coil cine MRI

Artificial Neural Network Enhanced Bayesian PET Image Reconstruction.

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

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

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

Blind sparse inpainting reveals cytoskeletal filaments with sub-Nyquist localization

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

Compressed sensing dynamic cardiac cine MRI using learned spatiotemporal dictionary

Compressed-sensing dynamic MR imaging with partially known support

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

Cross-sampled GRAPPA for parallel MRI.

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

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

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

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

EMBC 2014.

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

Fast GRAPPA reconstruction with random projection

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

Guest Editorial EMBC 2014

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

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

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

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

Improved parallel image reconstruction using feature refinement.

Improved self-calibrated spiral parallel imaging using JSENSE.

Improving GRAPPA using cross-sampled autocalibration data.

Incorporating reference in parallel imaging and compressed sensing

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

Integrating parallel imaging with generalized series for accelerated dynamic imaging

Iterative feature refinement for accurate undersampled MR image reconstruction

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

KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction

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

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

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

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

Metabolomic imaging for human prostate cancer detection

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

Noise behavior of MR brain reconstructions using compressed sensing

Nonlinear GRAPPA: a kernel approach to parallel MRI reconstruction.

On Tikhonov regularization for image reconstruction in parallel MRI.

Parallel MRI reconstruction: a filter-bank approach

Parallel generalized series MRI: algorithm and application to cancer imaging

Pseudo 2D random sampling for compressed sensing MRI.

Regularized sensitivity encoding (SENSE) reconstruction using Bregman iterations

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

SENSE reconstruction with inaccurate sensitivity functions: effects and remedies

SENSE reconstruction with nonlocal TV regularization.

Sensitivity encoding reconstruction with nonlocal total variation regularization

Sparse BLIP: BLind Iterative Parallel imaging reconstruction using compressed sensing

Sparsity-constrained PET image reconstruction with learned dictionaries

Toeplitz random encoding MR imaging using compressed sensing

Tract-based spatial statistics: application to mild cognitive impairment

Truncation effects in SENSE reconstruction

Truncation effects in SENSE reconstruction

Undersampled dynamic magnetic resonance imaging using kernel principal component analysis

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

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