Non‐local low‐rank constraint‐based self‐consistent PMRI reconstruction using eigenvector maps

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

(2021) Matthew J. Muckley et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

(2020) Shanshan Wang et al.   MAGNETIC RESONANCE IMAGING

Accelerating cardiac cine MRI using a deep learning‐based ESPIRiT reconstruction

(2020) Christopher M. Sandino et al.   MAGNETIC RESONANCE IN MEDICINE

SURE‐based automatic parameter selection for ESPIRiT calibration

(2020) Siddharth Iyer et al.   MAGNETIC RESONANCE IN MEDICINE

pFISTA-SENSE-ResNet for parallel MRI reconstruction

(2020) Tieyuan Lu et al.   JOURNAL OF MAGNETIC RESONANCE

Eigenvector-based SPIRiT Parallel MR Imaging Reconstruction based on ℓ pseudo-norm Joint Total Variation

(2019) Jizhong Duan et al.   MAGNETIC RESONANCE IMAGING

Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising

(2019) Jize Xue et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Efficient operator splitting algorithm for joint sparsity-regularized SPIRiT-based parallel MR imaging reconstruction

(2018) Jizhong Duan et al.   MAGNETIC RESONANCE IMAGING

Non-convex weighted ℓ p nuclear norm based ADMM framework for image restoration

(2018) Zhiyuan Zha et al.   NEUROCOMPUTING

An open, multi-vendor, multi-field-strength brain MR dataset and analysis of publicly available skull stripping methods agreement

(2018) Roberto Souza et al.   NEUROIMAGE

MoDL: Model Based Deep Learning Architecture for Inverse Problems

(2018)   IEEE TRANSACTIONS ON MEDICAL IMAGING

Learning a variational network for reconstruction of accelerated MRI data

(2017) Kerstin Hammernik et al.   MAGNETIC RESONANCE IN MEDICINE

Weighted Schatten $p$ -Norm Minimization for Image Denoising and Background Subtraction

(2016) Yuan Xie et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Estimating absolute-phase maps using ESPIRiT and virtual conjugate coils

(2016) Martin Uecker et al.   MAGNETIC RESONANCE IN MEDICINE

LORAKS makes better SENSE: Phase-constrained partial fourier SENSE reconstruction without phase calibration

(2016) Tae Hyung Kim et al.   MAGNETIC RESONANCE IN MEDICINE

Compressive Sensing via Nonlocal Low-Rank Regularization

(2014) Weisheng Dong et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Motion Adaptive Patch-Based Low-Rank Approach for Compressed Sensing Cardiac Cine MRI

(2014) Huisu Yoon et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

ESPIRiT-an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA

(2013) Martin Uecker et al.   MAGNETIC RESONANCE IN MEDICINE

Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator

(2013) Xiaobo Qu et al.   MEDICAL IMAGE ANALYSIS

BM3D Frames and Variational Image Deblurring

(2011) A. Danielyan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Low-dimensional-structure self-learning and thresholding: Regularization beyond compressed sensing for MRI Reconstruction

(2011) Mehmet Akçakaya et al.   MAGNETIC RESONANCE IN MEDICINE

Fast Image Recovery Using Variable Splitting and Constrained Optimization

(2010) Manya V Afonso et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

MR Image Reconstruction From Highly Undersampled k-Space Data by Dictionary Learning

(2010) Saiprasad Ravishankar et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SPIRiT: Iterative self-consistent parallel imaging reconstruction from arbitrary k-space

(2010) Michael Lustig et al.   MAGNETIC RESONANCE IN MEDICINE

Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems

(2009) A. Beck et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

(2009) Amir Beck et al.   SIAM Journal on Imaging Sciences