Sensitivity regularization of the Cramér-Rao lower bound to minimize B1 nonuniformity effects in quantitative magnetization transfer imaging.

Abstract:

PURPOSE:To develop and validate a regularization approach of optimizing B1 insensitivity of the quantitative magnetization transfer (qMT) pool-size ratio (F). METHODS:An expression describing the impact of B1 inaccuracies on qMT fitting parameters was derived using a sensitivity analysis. To simultaneously optimize for robustness against noise and B1 inaccuracies, the optimization condition was defined as the Cramér-Rao lower bound (CRLB) regularized by the B1 -sensitivity expression for the parameter of interest (F). The qMT protocols were iteratively optimized from an initial search space, with and without B1 regularization. Three 10-point qMT protocols (Uniform, CRLB, CRLB+B1 regularization) were compared using Monte Carlo simulations for a wide range of conditions (e.g., SNR, B1 inaccuracies, tissues). RESULTS:The B1 -regularized CRLB optimization protocol resulted in the best robustness of F against B1 errors, for a wide range of SNR and for both white matter and gray matter tissues. For SNR = 100, this protocol resulted in errors of less than 1% in mean F values for B1 errors ranging between -10 and 20%, the range of B1 values typically observed in vivo in the human head at field strengths of 3 T and less. Both CRLB-optimized protocols resulted in the lowest σF values for all SNRs and did not increase in the presence of B1 inaccuracies. CONCLUSION:This work demonstrates a regularized optimization approach for improving the robustness of auxiliary measurements (e.g., B1 ) sensitivity of qMT parameters, particularly the pool-size ratio (F). Predicting substantially less B1 sensitivity using protocols optimized with this method, B1 mapping could even be omitted for qMT studies primarily interested in F.

journal_name

Magn Reson Med

authors

Boudreau M,Pike GB

doi

10.1002/mrm.27337

subject

Has Abstract

pub_date

2018-12-01 00:00:00

pages

2560-2572

issue

6

eissn

0740-3194

issn

1522-2594

journal_volume

80

pub_type

杂志文章
  • Dynamic 13C NMR analysis of pyruvate and lactate oxidation in the in vivo canine myocardium: evidence of reduced utilization with increased work.

    abstract::In this work, substrate selection was monitored in the left ventricle of the canine myocardium by following pyruvate and lactate oxidation under in vivo conditions at basal and elevated workloads. These studies were conducted in the open chest model using dynamic 13C NMR techniques in the presence and absence of dichl...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910380608

    authors: Rath DP,Zhu H,Tong X,Jiang Z,Hamlin RL,Robitaille PM

    更新日期:1997-12-01 00:00:00

  • Proton exchange rates from amino acid side chains--implications for image contrast.

    abstract::The proton exchange rates between water and the hydroxyl protons of threonine, serine, tyrosine, the amino protons of lysine, and the guanidinium protons of arginine were measured in the pH range 0.5 to 8.5 and for the temperatures 4 degrees C, 10 degrees C, 20 degrees C, 30 degrees C, and 36 degrees C. The intrinsic ...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910350106

    authors: Liepinsh E,Otting G

    更新日期:1996-01-01 00:00:00

  • Fast Fourier imaging.

    abstract::A new NMR imaging technique, aiming at a reduction of the data acquisition time, is described in detail. The method is applicable in all multidimensional imaging situations where at least one spatial coordinate is resolved. Discussed at some length are the point-spread function, the required bandwidth of the NMR spect...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910020304

    authors: van Uijen CM,den Boef JH,Verschuren FJ

    更新日期:1985-06-01 00:00:00

  • Transition from Lorentzian to Gaussian line shape of magnetization transfer spectrum in bovine serum albumin solutions.

    abstract::Magnetization transfer experiments using an off-resonance irradiation technique were performed on bovine serum albumin solutions by varying the irradiation frequency and the concentration. A transition of the magnetization transfer spectrum from Lorentzian to Gaussian line shape was observed around the critical concen...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910320406

    authors: Iino M

    更新日期:1994-10-01 00:00:00

  • Diffusion/perfusion MR imaging of acute cerebral ischemia.

    abstract::In vivo echo-planar MR imaging was used to measure apparent diffusion coefficients (ADC) of cerebral tissues in a comprehensive noninvasive evaluation of early ischemic brain damage induced by occlusion of the middle cerebral artery (MCA) in a cat model of acute regional stroke. Within 10 min after arterial occlusion,...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910190220

    authors: Kucharczyk J,Mintorovitch J,Asgari HS,Moseley M

    更新日期:1991-06-01 00:00:00

  • Direct saturation-corrected chemical exchange saturation transfer MRI of glioma: Simplified decoupling of amide proton transfer and nuclear overhauser effect contrasts.

    abstract:PURPOSE:Chemical exchange saturation transfer (CEST) MRI has shown promise in tissue characterization in diseases like stroke and tumor. However, in vivo CEST imaging such as amide proton transfer (APT) MRI is challenging because of concomitant factors such as direct water saturation, macromolecular magnetization trans...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.26959

    authors: Yuwen Zhou I,Wang E,Cheung JS,Lu D,Ji Y,Zhang X,Fulci G,Sun PZ

    更新日期:2017-12-01 00:00:00

  • Single-shot two-echo technique for simultaneous measurement of GABA and creatine in the human brain in vivo.

    abstract::A single-shot, two-echo method for the simultaneous detection of multiple-quantum (MQ)-filtered gamma-aminobutyric acid (GABA) and creatine (Cr) was developed and demonstrated in the human brain in vivo at 3 Tesla. The simultaneously measured Cr singlet served as a navigator for the spectral phase of GABA and any freq...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.20082

    authors: Choi IY,Lee SP,Merkle H,Shen J

    更新日期:2004-06-01 00:00:00

  • Effect of lanthanide ions on dynamic nuclear polarization enhancement and liquid-state T1 relaxation.

    abstract::In the dynamic nuclear polarization process, microwave irradiation facilitates exchange of polarization from a radical's unpaired electron to nuclear spins at cryogenic temperatures, increasing polarization by >10,000. Doping samples with Gd(3+) ions further increases the achievable solid-state polarization. However, ...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.24207

    authors: Gordon JW,Fain SB,Rowland IJ

    更新日期:2012-12-01 00:00:00

  • A highly sensitive lactate editing technique for surface coil spectroscopic imaging in vivo.

    abstract::A lactate editing sequence based on the use of spin-locking pulses with surface coils is described. The sequence retains more than 90% of the available lactate magnetization and suppresses at least 95% of the lipid signal in a single scan and ca. 99.5% after a simple two step cycle. The technique allows simultaneous o...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910290320

    authors: Bourgeois D,Kozlowski P

    更新日期:1993-03-01 00:00:00

  • NMR quantification of lactate production and efflux and glutamate fractional enrichment in living human prostate biopsies cultured with [1,6-13 C2 ]glucose.

    abstract:PURPOSE:Image-guided prostate biopsies are routinely acquired in the diagnosis and treatment monitoring of prostate cancer, yielding useful tissue for identifying metabolic biomarkers and therapeutic targets. We developed an optimized biopsy tissue culture protocol in combination with [1,6-13 C2 ]glucose labeling and q...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.27739

    authors: Bancroft Brown J,Sriram R,VanCriekinge M,Delos Santos R,Sun J,Delos Santos J,Tabatabai ZL,Shinohara K,Nguyen H,Peehl DM,Kurhanewicz J

    更新日期:2019-08-01 00:00:00

  • A semiautomatic method for rapid segmentation of velocity-encoded myocardial magnetic resonance imaging data.

    abstract:PURPOSE:To develop a semiautomatic method for rapid segmentation of myocardial tissue phase mapping (TPM) data. METHODS:Manual segmentation of the myocardium was performed at end-diastole and end-systole. The points in both user-defined masks were then automatically tracked over the entire cardiac cycle using temporal...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.26486

    authors: Espe EKS,Skårdal K,Aronsen JM,Zhang L,Sjaastad I

    更新日期:2017-09-01 00:00:00

  • Abnormal brain anatomical topological organization of the cognitive-emotional and the frontoparietal circuitry in major depressive disorder.

    abstract:PURPOSE:Despite the increasing understanding of major depressive disorder (MDD) using neuroimaging techniques, the topological organization of anatomical networks underlying MDD remains unclear. METHODS:The topological organization of brain anatomical networks was explored using complex network approaches. Diffusion t...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.25036

    authors: Qin J,Wei M,Liu H,Yan R,Luo G,Yao Z,Lu Q

    更新日期:2014-11-01 00:00:00

  • Clinically compatible MRI strategies for discriminating bound and pore water in cortical bone.

    abstract::Advances in modern magnetic resonance imaging (MRI) pulse sequences have enabled clinically practical cortical bone imaging. Human cortical bone is known to contain a distribution of T(1) and T(2) components attributed to bound and pore water, although clinical imaging approaches have yet to discriminate bound from po...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.24186

    authors: Horch RA,Gochberg DF,Nyman JS,Does MD

    更新日期:2012-12-01 00:00:00

  • On the application of chemical shift-based multipoint water-fat separation methods in balanced SSFP imaging.

    abstract::Chemical shift-based multipoint water-fat separation methods have been applied in balanced steady-state free precession (bSSFP) sequences because of the high signal-to-noise-ratio (SNR) attainable. In this approach the echo formation is approximated to occur concurrently for both water and fat at an echo time (TE) equ...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.21303

    authors: Kim H,Pinus AB,Wang J,Murphy PS,Constable RT

    更新日期:2007-08-01 00:00:00

  • Input parameter sensitivity analysis and comparison of quantification models for continuous arterial spin labeling.

    abstract::The regional cerebral blood flow (rCBF) values determined using continuous arterial spin labeling (CASL) are subject to several sources of variability, including natural physiologic variations, sensitivity to the input parameters, and the use of different quantification models. To date, a thorough analysis of the impa...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.20440

    authors: Steger TR,White RA,Jackson EF

    更新日期:2005-04-01 00:00:00

  • Dynamic imaging of perfusion in human skeletal muscle during exercise with arterial spin labeling.

    abstract::MR images acquired by using an arterial spin-labeling technique showed spatial and temporal variations of perfusion in the skeletal muscle of exercising humans. Perfusion measurements made during plantar flexion exercise in normal volunteers were consistent with those obtained by traditional techniques reported in the...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/(sici)1522-2594(199908)42:2<258::aid-mrm7>

    authors: Frank LR,Wong EC,Haseler LJ,Buxton RB

    更新日期:1999-08-01 00:00:00

  • Dynamic per slice shimming for simultaneous brain and spinal cord fMRI.

    abstract:PURPOSE:Simultaneous brain and spinal cord functional MRI is emerging as a new tool to study the central nervous system but is challenging. Poor B0 homogeneity and small size of the spinal cord are principal obstacles to this nascent technology. Here we extend a dynamic shimming approach, first posed by Finsterbusch, b...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.27388

    authors: Islam H,Law CSW,Weber KA,Mackey SC,Glover GH

    更新日期:2019-02-01 00:00:00

  • Sensitivity of MR diffusion measurements to variations in intracellular structure: effects of nuclear size.

    abstract::Magnetic resonance imaging measurements of the apparent rate of water diffusion in tumors are sensitive to variations in tissue cellularity, which have been shown useful for characterizing tumors and their responses to treatments. However, because of technical limitations on most MRI systems, conventional pulse gradie...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.21793

    authors: Xu J,Does MD,Gore JC

    更新日期:2009-04-01 00:00:00

  • Metabolic response of the human heart to inotropic stimulation: in vivo phosphorus-31 studies of normal and cardiomyopathic myocardium.

    abstract::In order to determine if an increase in myocardial oxygen consumption is accompanied by changes in high energy phosphates in normal subjects and patients with dilated cardiomyopathy, phosphorus-31 spectra were acquired under resting conditions and during dobutamine infusion. In seven normal subjects, dobutamine raised...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910250205

    authors: Schaefer S,Schwartz GG,Steinman SK,Meyerhoff DJ,Massie BM,Weiner MW

    更新日期:1992-06-01 00:00:00

  • MRI assessment of coronary microvascular endothelial nitric oxide synthase function using myocardial T1 mapping.

    abstract:PURPOSE:Endothelial nitric oxide synthase (eNOS) plays a central role in regulating vascular tone, blood flow, and microvascular permeability. Endothelial dysfunction, including eNOS dysfunction, is an early biomarker of vascular disease. This study aimed to show that myocardial T1 mapping during nitric oxide synthase ...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.26870

    authors: Cui SX,Epstein FH

    更新日期:2018-04-01 00:00:00

  • Delay and dispersion effects in dynamic susceptibility contrast MRI: simulations using singular value decomposition.

    abstract::Dynamic susceptibility contrast (DSC) MRI is now increasingly used for measuring perfusion in many different applications. The quantification of DSC data requires the measurement of the arterial input function (AIF) and the deconvolution of the tissue concentration time curve. One of the most accepted deconvolution me...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/1522-2594(200009)44:3<466::aid-mrm18>3.0.c

    authors: Calamante F,Gadian DG,Connelly A

    更新日期:2000-09-01 00:00:00

  • 31P nuclear magnetic resonance study of acute renal dysfunction in rat kidney transplants.

    abstract::31P NMR spectroscopy was used to study renal allografts in rats subjected to allograft rejection, cyclosporine toxicity, ischemia, and ureteral obstruction. Parameters of relative peak areas and intracellular pH were accurately distinguished among the different causes of graft dysfunction. Ureteral obstruction was cle...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.1910050405

    authors: Shapiro JI,Haug CE,Weil R 3rd,Chan L

    更新日期:1987-10-01 00:00:00

  • Slice profile and B1 corrections in 2D magnetic resonance fingerprinting.

    abstract:PURPOSE:The goal of this study is to characterize and improve the accuracy of 2D magnetic resonance fingerprinting (MRF) scans in the presence of slice profile (SP) and B1 imperfections, which are two main factors that affect quantitative results in MRF. METHODS:The SP and B1 imperfections are characterized and correc...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.26580

    authors: Ma D,Coppo S,Chen Y,McGivney DF,Jiang Y,Pahwa S,Gulani V,Griswold MA

    更新日期:2017-11-01 00:00:00

  • Investigating cardiac stimulation limits of MRI gradient coils using electromagnetic and electrophysiological simulations in human and canine body models.

    abstract:PURPOSE:Cardiac stimulation (CS) limits to gradient coil switching speed are difficult to measure in humans; instead, current regulatory guidelines (IEC 60601-2-33) are based on animal experiments and electric field-to-dB/dt conversion factors computed for a simple, homogeneous body model. We propose improvement to thi...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.28472

    authors: Klein V,Davids M,Schad LR,Wald LL,Guérin B

    更新日期:2021-02-01 00:00:00

  • Simultaneous quantitative mapping of conductivity and susceptibility using a double-echo ultrashort echo time sequence: Example using a hematoma evolution study.

    abstract:PURPOSE:The primary purpose of this study is to propose a method for the simultaneous quantitative three-dimensional (3D) mapping of conductivity and susceptibility using double-echo ultrashort echo time (UTE) imaging. The secondary purpose is to investigate the changes of these properties over time during in vitro hem...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.25869

    authors: Gho SM,Shin J,Kim MO,Kim DH

    更新日期:2016-07-01 00:00:00

  • Training a neural network for Gibbs and noise removal in diffusion MRI.

    abstract:PURPOSE:To develop and evaluate a neural network-based method for Gibbs artifact and noise removal. METHODS:A convolutional neural network (CNN) was designed for artifact removal in diffusion-weighted imaging data. Two implementations were considered: one for magnitude images and one for complex images. Both models we...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.28395

    authors: Muckley MJ,Ades-Aron B,Papaioannou A,Lemberskiy G,Solomon E,Lui YW,Sodickson DK,Fieremans E,Novikov DS,Knoll F

    更新日期:2021-01-01 00:00:00

  • Selection and evaluation of optimal two-dimensional CAIPIRINHA kernels applied to time-resolved three-dimensional CE-MRA.

    abstract:PURPOSE:To develop and validate a method for choosing the optimal two-dimensional CAIPIRINHA kernel for subtraction contrast-enhanced MR angiography (CE-MRA) and estimate the degree of image quality improvement versus that of some reference acceleration parameter set at R ≥ 8. METHODS:A metric based on patient-specifi...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.25366

    authors: Weavers PT,Borisch EA,Riederer SJ

    更新日期:2015-06-01 00:00:00

  • Towards elimination of the dark-rim artifact in first-pass myocardial perfusion MRI: removing Gibbs ringing effects using optimized radial imaging.

    abstract:PURPOSE:Subendocardial dark-rim artifacts (DRAs) remain a major concern in first-pass perfusion (FPP) myocardial MRI and may lower the diagnostic accuracy for detection of ischemia. A major source of DRAs is the "Gibbs ringing" effect. We propose an optimized radial acquisition strategy aimed at eliminating ringing-ind...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.24913

    authors: Sharif B,Dharmakumar R,LaBounty T,Arsanjani R,Shufelt C,Thomson L,Merz CN,Berman DS,Li D

    更新日期:2014-07-01 00:00:00

  • Simple analytical dual-band spectral-spatial RF pulses for B(1) + and susceptibility artifact reduction in gradient echo MRI.

    abstract::Susceptibility artifacts and transmission radio frequency (RF) field (B(1) +) inhomogeneity are major limitations in high-field gradient echo MRI. Previously proposed numerical 2D spectral-spatial RF pulses have been shown to be promising for reducing the through-plane signal loss susceptibility artifact by incorporat...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.22725

    authors: Yang C,Deng W,Stenger VA

    更新日期:2011-02-01 00:00:00

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

    abstract::SENSE reconstruction suffers from an ill-conditioning problem, which increasingly lowers the signal-to-noise ratio (SNR) as the reduction factor increases. Ill-conditioning also degrades the convergence behavior of iterative conjugate gradient reconstructions for arbitrary trajectories. Regularization techniques are o...

    journal_title:Magnetic resonance in medicine

    pub_type: 杂志文章

    doi:10.1002/mrm.21665

    authors: Ying L,Liu B,Steckner MC,Wu G,Wu M,Li SJ

    更新日期:2008-08-01 00:00:00