| Learning a variational network for reconstruction of accelerated MRI data |
152 |
| Scan-specific robust artificial-neural-networks for k-space interpolation (RAKI) reconstruction: Database-free deep learning for fast imaging |
49 |
| Deep convolutional neural network and 3D deformable approach for tissue segmentation in musculoskeletal magnetic resonance imaging |
46 |
| Deep learning with domain adaptation for accelerated projection-reconstruction MR |
45 |
| MR fingerprinting Deep RecOnstruction NEtwork (DRONE) |
43 |
| On modeling |
41 |
| Methodological consensus on clinical proton MRS of the brain: Review and recommendations |
40 |
| KIKI-net: cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images |
39 |
| Super-resolution musculoskeletal MRI using deep learning |
38 |
| Assessment of the generalization of learned image reconstruction and the potential for transfer learning |
32 |
| Real-time cardiovascular MR with spatio-temporal artifact suppression using deep learning-proof of concept in congenital heart disease |
30 |
| Deep convolutional neural network for segmentation of knee joint anatomy |
29 |
| Low rank alternating direction method of multipliers reconstruction for MR fingerprinting |
27 |
| Development of methods and feasibility of using hyperpolarized carbon-13 imaging data for evaluating brain metabolism in patient studies |
27 |
| Aortic 4D flow MRI in 2 minutes using compressed sensing, respiratory controlled adaptive k-space reordering, and inline reconstruction |
24 |
| Quantitative magnetic resonance imaging phantoms: A review and the need for a system phantom |
23 |
| High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI |
23 |
| 5D whole-heart sparse MRI |
23 |
| Feasibility of quantitative regional ventilation and perfusion mapping with phase-resolved functional lung (PREFUL) MRI in healthy volunteers and COPD, CTEPH, and CF patients |
23 |
| Improved magnetic resonance fingerprinting reconstruction with low-rank and subspace modeling |
22 |
| Accurate T-1 mapping of short T-2 tissues using a three-dimensional ultrashort echo time cones actual flip angle imaging-variable repetition time (3D UTE-Cones AFI-VTR) method |
22 |
| High-resolution in vivo diffusion imaging of the human brain with generalized slice dithered enhanced resolution: Simultaneous multislice (gSlider-SMS) |
21 |
| Quantitative susceptibility mapping: Report from the 2016 reconstruction challenge |
21 |
| Fast 3D magnetic resonance fingerprinting for a whole-brain coverage |
21 |
| A high-performance gradient insert for rapid and short-T-2 imaging at full duty cycle |
21 |
| MEDI+0: Morphology enabled dipole inversion with automatic uniform cerebrospinal fluid zero reference for quantitative susceptibility mapping |
20 |
| Translation of Carbon-13 EPI for hyperpolarized MR molecular imaging of prostate and brain cancer patients |
20 |
| Lightweight, compact, and high-performance 3T MR system for imaging the brain and extremities |
19 |
| Mapping connectomes with diffusion MRI: deterministic or probabilistic tractography? |
18 |
| Rapid and quantitative chemical exchange saturation transfer (CEST) imaging with magnetic resonance fingerprinting (MRF) |
18 |
| k-t accelerated aortic 4D flow MRI in under two minutes: Feasibility and impact of resolution, k-space sampling patterns, and respiratory navigator gating on hemodynamic measurements |
17 |
| Five-minute whole-heart coronary MRA with sub-millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D-PROST reconstruction |
17 |
| Accuracy, repeatability, and interplatform reproducibility of T-1 quantification methods used for DCE-MRI: Results from a multicenter phantom study |
16 |
| Short T-2 imaging using a 3D double adiabatic inversion recovery prepared ultrashort echo time cones (3D DIR-UTE-Cones) sequence |
16 |
| Extended phase graph formalism for systems with magnetization transfer and exchange |
16 |
| Magnetic resonance fingerprinting: a technical review |
16 |
| Quantitative Gd-DOTA uptake from cerebrospinal fluid into rat brain using 3D VFA-SPGR at 9.4T |
15 |
| Zero TE-based pseudo-CT image conversion in the head and its application in PET/MR attenuation correction and MR-guided radiation therapy planning |
15 |
| Three-dimensional motion corrected sensitivity encoding reconstruction for multi-shot multi-slice MRI: Application to neonatal brain imaging |
15 |
| MANTIS: Model-Augmented Neural neTwork with Incoherent k-space Sampling for efficient MR parameter mapping |
15 |
| Combined diffusion-relaxometry MRI to identify dysfunction in the human placenta |
14 |
| Resolving degeneracy in diffusion MRI biophysical model parameter estimation using double diffusion encoding |
14 |
| Whole knee joint T-1 values measured in vivo at 3T by combined 3D ultrashort echo time cones actual flip angle and variable flip angle methods |
14 |
| Microscopic anisotropy misestimation in spherical-mean single diffusion encoding MRI |
14 |
| Double diffusion encoding MRI for the clinic |
14 |
| Improving parallel imaging by jointly reconstructing multi-contrast data |
14 |
| Creatine and phosphocreatine mapping of mouse skeletal muscle by a polynomial and Lorentzian line-shape fitting CEST method |
14 |
| Magnetic resonance fingerprinting with dictionary-based fat and water separation (DBFW MRF): A multi-component approach |
13 |
| Mapping water exchange across the blood-brain barrier using 3D diffusion-prepared arterial spin labeled perfusion MRI |
13 |
| Hemodynamic response function (HRF) variability confounds resting-state fMRI functional connectivity |
13 |
