Automated Parameter Selection for Accelerated MRI Reconstruction via Low-Rank Modeling of Local k-Space Neighborhoods

Automatic determination of the regularization weighting for wavelet‐based compressed sensing MRI reconstructions

(2021) Gabriel Varela‐Mattatall et al.   MAGNETIC RESONANCE IN MEDICINE

Accelerated model-based quantitative diffusion MRI: A feasibility study for musculoskeletal application

(2021) Thomas Hüfken et al.   Zeitschrift fur Medizinische Physik

Linear Predictability in Magnetic Resonance Imaging Reconstruction: Leveraging Shift-Invariant Fourier Structure for Faster and Better Imaging

(2020) Justin P. Haldar et al.   IEEE SIGNAL PROCESSING MAGAZINE

Compressed sensing and the use of phased array coils in 23Na MRI: a comparison of a SENSE-based and an individually combined multi-channel reconstruction

(2020) Sebastian Lachner et al.   Zeitschrift fur Medizinische Physik

Improving parallel imaging by jointly reconstructing multi-contrast data

(2018) Berkin Bilgic et al.   MAGNETIC RESONANCE IN MEDICINE

Rapid compositional mapping of knee cartilage with compressed sensing MRI

(2018) Marcelo V. W. Zibetti et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI

(2018) Mohammad Shahdloo et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Learning a variational network for reconstruction of accelerated MRI data

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

Compressed sensing for body MRI

(2016) Li Feng et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Profile-encoding reconstruction for multiple-acquisition balanced steady-state free precession imaging

(2016) Efe Ilicak et al.   MAGNETIC RESONANCE IN MEDICINE

Targeted vessel reconstruction in non-contrast-enhanced steady-state free precession angiography

(2016) Efe Ilicak et al.   NMR IN BIOMEDICINE

Optimization of Regularization Parameters in Compressed Sensing of Magnetic Resonance Angiography: Can Statistical Image Metrics Mimic Radiologists' Perception?

(2016) Thai Akasaka et al.   PLoS One

Compressed sensing MRI: a review of the clinical literature

(2015) Oren N Jaspan et al.   BRITISH JOURNAL OF RADIOLOGY

P-LORAKS: Low-rank modeling of local k-space neighborhoods with parallel imaging data

(2015) Justin P. Haldar et al.   MAGNETIC RESONANCE IN MEDICINE

Reducing acquisition time in clinical MRI by data undersampling and compressed sensing reconstruction

(2015) Kieren Grant Hollingsworth   PHYSICS IN MEDICINE AND BIOLOGY

Scan time reduction in 23Na-Magnetic Resonance Imaging using the chemical shift imaging sequence: Evaluation of an iterative reconstruction method

(2015) Sebastian Weingärtner et al.   Zeitschrift fur Medizinische Physik

Low-Rank Modeling of Local $k$-Space Neighborhoods (LORAKS) for Constrained MRI

(2014) Justin P. Haldar   IEEE TRANSACTIONS ON MEDICAL IMAGING

Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components

(2014) Ricardo Otazo et al.   MAGNETIC RESONANCE IN MEDICINE

Non-Cartesian MRI Reconstruction With Automatic Regularization Via Monte-Carlo SURE

(2013) Sathish Ramani et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators

(2013) Emmanuel J. Candes et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Monte Carlo SURE-based parameter selection for parallel magnetic resonance imaging reconstruction

(2013) Daniel S. Weller et al.   MAGNETIC RESONANCE IN MEDICINE

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

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

Fast $\ell_1$-SPIRiT Compressed Sensing Parallel Imaging MRI: Scalable Parallel Implementation and Clinically Feasible Runtime

(2012) M. Murphy et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Accelerated MR imaging using compressive sensing with no free parameters

(2012) Kedar Khare et al.   MAGNETIC RESONANCE IN MEDICINE

Multi-contrast reconstruction with Bayesian compressed sensing

(2011) Berkin Bilgic et al.   MAGNETIC RESONANCE IN MEDICINE

Parallel reconstruction using null operations

(2011) Jian Zhang et al.   MAGNETIC RESONANCE IN MEDICINE

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

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

Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI

(2010) Ricardo Otazo et al.   MAGNETIC RESONANCE IN MEDICINE

Improving non-contrast-enhanced steady-state free precession angiography with compressed sensing

(2009) Tolga Çukur et al.   MAGNETIC RESONANCE IN MEDICINE

k-t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI

(2008) Hong Jung et al.   MAGNETIC RESONANCE IN MEDICINE