Simultaneous Phase Unwrapping and Removal of Chemical Shift (SPURS) Using Graph Cuts: Application in Quantitative Susceptibility Mapping

No abstract is available for this paper.

• Publication year

  2015

• Venue

  IEEE Transactions on Medical Imaging

• Publication date

  2015-02-01

• Fields of study

  Medicine, Mathematics, Engineering, Computer Science

• Identifiers
  DOI 10.1109/TMI.2014.2361764PMID 25312917
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Joint estimation of chemical shift and quantitative susceptibility mapping (chemical QSM)

  2015cited by this paper
• Quantitative susceptibility mapping (QSM): Decoding MRI data for a tissue magnetic biomarker

  2014cited by this paper
• Max‐IDEAL: A max‐flow based approach for IDEAL water/fat separation

  2014cited by this paper
• Magnetic susceptibility as a B0 field strength independent MRI biomarker of liver iron overload

  2013cited by this paper
• Hierarchical IDEAL: Fast, robust, and multiresolution separation of multiple chemical species from multiple echo times

  2013cited by this paper
• Nonlinear formulation of the magnetic field to source relationship for robust quantitative susceptibility mapping

  2013influential reference
• Accuracy of the Morphology Enabled Dipole Inversion (MEDI) Algorithm for Quantitative Susceptibility Mapping in MRI

  2012cited by this paper
• Morphology enabled dipole inversion for quantitative susceptibility mapping using structural consistency between the magnitude image and the susceptibility map

  2012cited by this paper
• Quantitative susceptibility mapping for investigating subtle susceptibility variations in the human brain

  2012cited by this paper
• Whole brain susceptibility mapping using compressed sensing

  2012cited by this paper
• Robust multipoint water‐fat separation using fat likelihood analysis

  2012cited by this paper
• Three‐dimensional water/fat separation and T  2* estimation based on whole‐image optimization—Application in breathhold liver imaging at 1.5 T

  2012cited by this paper
• Quantitative imaging of intrinsic magnetic tissue properties using MRI signal phase: An approach to in vivo brain iron metabolism?

  2011cited by this paper
• JIGSAW: Joint Inhomogeneity Estimation via Global Segment Assembly for Water–Fat Separation

  2011influential reference
• A Fast Iterated Conditional Modes Algorithm for Water–Fat Decomposition in MRI

  2011cited by this paper
• Quantitative susceptibility mapping of human brain reflects spatial variation in tissue composition

  2011cited by this paper
• Susceptibility mapping as a means to visualize veins and quantify oxygen saturation

  2010cited by this paper
• Differentiation between diamagnetic and paramagnetic cerebral lesions based on magnetic susceptibility mapping.

  2010cited by this paper
• Three‐point dixon method enables whole‐body water and fat imaging of obese subjects

  2010cited by this paper
• Quantitative susceptibility map reconstruction from MR phase data using bayesian regularization: Validation and application to brain imaging

  2010cited by this paper
• Chemical shift–based water/fat separation: A comparison of signal models

  2010cited by this paper
• Whole-brain susceptibility mapping at high field: A comparison of multiple- and single-orientation methods

  2010cited by this paper
• T2‐weighted 3D fast spin echo imaging with water–fat separation in a single acquisition

  2010cited by this paper
• Susceptibility mapping in the human brain using threshold‐based k‐space division

  2010cited by this paper
• Improved fat suppression using multipeak reconstruction for IDEAL chemical shift fat‐water separation: Application with fast spin echo imaging

  2009cited by this paper
• Magnetic susceptibility mapping of brain tissue in vivo using MRI phase data

  2009cited by this paper
• Robust water/fat separation in the presence of large field inhomogeneities using a graph cut algorithm

  2009influential reference
• Calculation of susceptibility through multiple orientation sampling (COSMOS): A method for conditioning the inverse problem from measured magnetic field map to susceptibility source image in MRI

  2009cited by this paper
• Spectral Analysis of Signals

  2009cited by this paper
• Dixon techniques for water and fat imaging

  2008cited by this paper
• Joint estimation of water/fat images and field inhomogeneity map

  2008cited by this paper
• Quantitative MR susceptibility mapping using piece‐wise constant regularized inversion of the magnetic field

  2008cited by this paper
• Multiresolution field map estimation using golden section search for water‐fat separation

  2008influential reference
• Multiecho reconstruction for simultaneous water‐fat decomposition and T2* estimation

  2007cited by this paper
• Unwrapping of MR phase images using a Markov random field model

  2006influential reference
• Cramér–Rao bounds for three‐point decomposition of water and fat

  2005cited by this paper
• Phase Unwrapping via Graph Cuts

  2005cited by this paper
• Quantifying arbitrary magnetic susceptibility distributions with MR

  2004cited by this paper
• Multicoil Dixon chemical species separation with an iterative least‐squares estimation method

  2004cited by this paper
• What energy functions can be minimized via graph cuts?

  2002influential reference
• An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision

  2001cited by this paper
• Efficient Graph-Based Energy Minimization Methods in Computer Vision

  1999cited by this paper
• Water‐fat imaging with direct phase encoding

  1997cited by this paper
• The rician distribution of noisy mri data

  1995cited by this paper
• Simple proton spectroscopic imaging.

  1984cited by this paper

• Fat–water MRI separation using deep complex convolution network

  2025cites this paper
• Enhancing cardiac MRI reliability at 3 T using motion‐adaptive B0 shimming

  2025cites this paper
• Navigator motion‐resolved MR fingerprinting using implicit neural representation: Feasibility for free‐breathing three‐dimensional whole‐liver multiparametric mapping

  2025cites this paper
• DenSFA-PU: Learning to unwrap phase in severe noisy conditions

  2025cites this paper
• Quantitative Susceptibility Mapping for Evaluating Renal Functional Injury in Chronic Kidney Disease Patients: A Pilot Study

  2025influential citation
• UMSPU: Universal multi-size phase unwrapping network via mutual self-distillation and adaptive boosting ensemble segmenter

  2025cites this paper
• A Fair Comparison in Deep Learning-Based QSM Reconstruction

  2025cites this paper
• 5D image reconstruction exploiting space-motion-echo sparsity for accelerated free-breathing quantitative liver MRI

  2025cites this paper
• Deep Learning-Driven One-Shot Dual-View 3-D Reconstruction for Dual-Projector System

  2024cites this paper
• NeuralPUMA: Learning to Phase Unwrap Through Differentiable Graph Cuts

  2024cites this paper
• Quantitative mapping of renal oxygen consumption using pseudo‐continuous arterial spin labeling and quantitative susceptibility mapping in humans

  2024cites this paper
• Atrophy-Independent and Dependent Iron and Myelin Changes in Deep Gray Matter of Multiple Sclerosis: A Longitudinal Study Using χ-Separation Imaging.

  2024cites this paper
• C-HRNet: High Resolution Network Based on Contexts for Single-Frame Phase Unwrapping

  2024cites this paper
• The impact of paramagnetic rim lesions on cortical thickness and gray to white matter contrast in relapsing-remitting multiple sclerosis

  2024cites this paper
• Quantitative susceptibility mapping for detection of kidney stones, hemorrhage differentiation, and cyst classification in ADPKD

  2024cites this paper
• Spiral cardiac quantitative susceptibility mapping for differential cardiac chamber oxygenation—Initial validation in relation to invasive blood sampling

  2024cites this paper
• Characterization of quantitative susceptibility mapping in the left ventricular myocardium

  2024cites this paper
• Accurate Intramyocardial Hemorrhage Assessment with Fast, Free-running, Cardiac Quantitative Susceptibility Mapping.

  2024cites this paper
• Toward a realistic in silico abdominal phantom for QSM

  2023cites this paper
• A predictor–corrector phase unwrapping algorithm for temporally undersampled gradient‐echo MRI

  2023cites this paper
• A U-Net Approach for InSAR Phase Unwrapping and Denoising

  2023cites this paper
• Magnetic susceptibility and R2*-based texture analysis for evaluating liver fibrosis in chronic liver disease.

  2023cites this paper
• A Novel Phase Unwrapping Method Based on a Quality Map and Local Polynomial Surface Fitting with Applications in MR Temperature Imaging

  2023cites this paper
• Free‐breathing high isotropic resolution quantitative susceptibility mapping (QSM) of liver using 3D multi‐echo UTE cones acquisition and respiratory motion‐resolved image reconstruction

  2023cites this paper
• QSM Throughout the Body

  2023cites this paper
• Magnetic susceptibility as a 1-year predictor of outcome in familial cerebral cavernous malformations: a pilot study

  2023cites this paper
• Quantitative MRI of diffuse liver diseases: techniques and tissue-mimicking phantoms

  2022cites this paper
• On the water–fat in‐phase assumption for quantitative susceptibility mapping

  2022cites this paper
• SA-Unet: A Phase Unwrapping method based on DCNN

  2022cites this paper
• On quantification errors of R2*$$ {R}_2^{\ast } $$ and proton density fat fraction mapping in trabecularized bone marrow in the static dephasing regime

  2022cites this paper
• Magnetic resonance quantitative susceptibility mapping in the evaluation of hepatic fibrosis in chronic liver disease: a feasibility study.

  2021cites this paper
• Quantitative Susceptibility Mapping Using a Multispectral Autoregressive Moving Average Model to Assess Hepatic Iron Overload

  2021cites this paper
• Quantitative Susceptibility Mapping versus R2*-based Histogram Analysis for Evaluating Liver Fibrosis: Preliminary Results

  2021cites this paper
• Quantitative susceptibility mapping of the head-and-neck using SMURF fat-water imaging with chemical shift and relaxation rate corrections

  2021cites this paper
• Disease correlates of rim lesions on quantitative susceptibility mapping in multiple sclerosis

  2021cites this paper
• The central vein sign in multiple sclerosis lesions: Susceptibility relaxation optimization from a routine MRI multiecho gradient echo sequence

  2021cites this paper
• The PHU‐NET: A robust phase unwrapping method for MRI based on deep learning

  2021cites this paper
• Disease correlates of quantitative susceptibility mapping rim lesions in multiple sclerosis

  2021cites this paper
• A role for magnetic susceptibility in synthetic computed tomography.

  2021cites this paper
• Quantitative magnetic resonance imaging towards clinical application in multiple sclerosis

  2021cites this paper
• Motion Artifact Reduction in Quantitative Susceptibility Mapping using Deep Neural Network

  2021cites this paper
• Automated segmentation of substantia nigra and red nucleus using quantitative susceptibility mapping images: Application to Parkinson's disease

  2021cites this paper
• Magnetic susceptibility and R2* of myocardial reperfusion injury at 3T and 7T

  2021cites this paper
• Accurate mUlti-echo phase image wiTh uneven echO spacing and Ultra-High Dynamic Range (AUTO-HDR)

  2021cites this paper
• Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping

  2021cites this paper
• Feasibility of quantitative susceptibility mapping (QSM) of the human kidney

  2020cites this paper
• Automated adaptive preconditioner for quantitative susceptibility mapping

  2020cites this paper
• Validation of MRI quantitative susceptibility mapping of superparamagnetic iron oxide nanoparticles for hyperthermia applications in live subjects

  2020cites this paper
• Simultaneous MRI water‐fat separation and quantitative susceptibility mapping of carotid artery plaque pre‐ and post‐ultrasmall superparamagnetic iron oxide‐uptake

  2020cites this paper
• PhaseNet 2.0: Phase Unwrapping of Noisy Data Based on Deep Learning Approach

  2020cites this paper
• Bayesian Learning of Probabilistic Dipole Inversion for Quantitative Susceptibility Mapping

  2020cites this paper
• Deep neural network for water/fat separation: Supervised training, unsupervised training, and no training

  2020cites this paper
• Iron imaging in myocardial infarction reperfusion injury

  2020cites this paper
• An optimized and highly repeatable MRI acquisition and processing pipeline for quantitative susceptibility mapping in the head‐and‐neck region

  2020cites this paper
• Abdominal single-step quantitative susceptibility mapping with spherical mean value filter and structure prior-based regularization

  2020cites this paper
• Probabilistic dipole inversion for adaptive quantitative susceptibility mapping

  2020cites this paper
• Initial Experience of Challenge-Free MRI-Based Oxygen Extraction Fraction Mapping of Ischemic Stroke at Various Stages: Comparison With Perfusion and Diffusion Mapping

  2020cites this paper
• Integrated quantitative susceptibility and R2* mapping for evaluation of liver fibrosis: An ex vivo feasibility study

  2020cites this paper
• Spatially Adaptive Regularization in Total Field Inversion for Quantitative Susceptibility Mapping

  2020cites this paper
• QSM in canine model of acute cerebral ischemia: A pilot study

  2020cites this paper
• A Joint Convolutional and Spatial Quad-Directional LSTM Network for Phase Unwrapping

  2020cites this paper
• SEPIA - SuscEptibility mapping PIpeline tool for phAse images

  2020cites this paper
• Iron Mapping Techniques and Applications

  2020cites this paper
• Deep Neural Network (DNN) for Water/Fat Separation: Supervised Training, Unsupervised Training, and No Training

  2020cites this paper
• Topics on quantitative liver magnetic resonance imaging.

  2019cites this paper
• Free breathing three-dimensional cardiac quantitative susceptibility mapping for differential cardiac chamber blood oxygenation – initial validation in patients with cardiovascular disease inclusive of direct comparison to invasive catheterization

  2019cites this paper
• Quantitative susceptibility mapping of the spine using in‐phase echoes to initialize inhomogeneous field and R2* for the nonconvex optimization problem of fat‐water separation

  2019influential citation
• Analysis of different phase unwrapping methods to optimize quantitative susceptibility mapping in the abdomen

  2019cites this paper
• Fidelity imposed network edit (FINE) for solving ill-posed image reconstruction

  2019cites this paper
• Reproducibility of quantitative susceptibility mapping in lumbar vertebra.

  2019cites this paper
• Protocol optimization for cardiac and liver iron content assessment using MRI: What sequence should I use?

  2019cites this paper
• Fast quantitative susceptibility reconstruction via total field inversion with improved weighted L0 norm approximation

  2019cites this paper
• Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation

  2019cites this paper
• Patents on Quantitative Susceptibility Mapping (QSM) of Tissue Magnetism.

  2019cites this paper
• Rapid automated liver quantitative susceptibility mapping

  2019cites this paper
• Association of bone mineral density and fat fraction with magnetic susceptibility in inflamed trabecular bone

  2019cites this paper
• SEGUE: A Speedy rEgion-Growing Algorithm for Unwrapping Estimated Phase

  2019cites this paper
• Magnetic resonance imaging of skeletal inflammation : a quantitative approach

  2018cites this paper
• Brain Iron Distribution after Multiple Doses of Ultra-small Superparamagnetic Iron Oxide Particles in Rats.

  2018cites this paper
• Cardiac quantitative susceptibility mapping (QSM) for heart chamber oxygenation

  2018cites this paper
• Single multi‐echo GRE acquisition with short and long echo spacing for simultaneous quantitative mapping of fat fraction, B0 inhomogeneity, and susceptibility

  2018influential citation
• Quantitative susceptibility mapping (QSM) minimizes interference from cellular pathology in R2* estimation of liver iron concentration

  2018cites this paper
• Phase processing for quantitative susceptibility mapping of regions with large susceptibility and lack of signal

  2018cites this paper
• MEDI+0: Morphology enabled dipole inversion with automatic uniform cerebrospinal fluid zero reference for quantitative susceptibility mapping

  2018cites this paper
• Measurement and correction of the bulk magnetic susceptibility effects of fat: application in venous oxygen saturation imaging

  2018cites this paper
• Bone quantitative susceptibility mapping using a chemical species–specific R2* signal model with ultrashort and conventional echo data

  2018cites this paper
• Simultaneous Unwrapping Phase and Error Recovery from Inhomogeneity (SUPER) for Quantitative Susceptibility Mapping of the Human Brain

  2018cites this paper
• Whole head quantitative susceptibility mapping using a least‐norm direct dipole inversion method

  2018cites this paper
• Investigating magnetic susceptibility of human knee joint at 7 Tesla

  2017cites this paper
• Clinical quantitative susceptibility mapping (QSM): Biometal imaging and its emerging roles in patient care

  2017cites this paper
• Quantitative Susceptibility Mapping (QSM) Algorithms: Mathematical Rationale and Computational Implementations

  2017influential citation
• Preconditioned total field inversion (TFI) method for quantitative susceptibility mapping

  2017cites this paper
• Overview of quantitative susceptibility mapping

  2017cites this paper
• Neural network implementation of inference on binary Markov random fields with probability coding

  2017cites this paper
• Two-dimensional Phase Unwrapping Method Using Cost Function of L0 Norm

  2017cites this paper
• Phase unwrapping with graph cuts optimization and dual decomposition acceleration for 3D high‐resolution MRI data

  2017cites this paper
• Susceptibility‐weighted imaging: current status and future directions

  2017cites this paper
• Foundations of MRI phase imaging and processing for Quantitative Susceptibility Mapping (QSM).

  2016cites this paper
• The aging brain and changes in cognitive performance : Findings from morphometry and quantitative susceptibility mapping of iron

  2015cites this paper
• Age and sex related differences in subcortical brain iron concentrations among healthy adults

  2015cites this paper