Literature DB >> 23192165

Free-breathing contrast-enhanced multiphase MRI of the liver using a combination of compressed sensing, parallel imaging, and golden-angle radial sampling.

Hersh Chandarana1, Li Feng, Tobias K Block, Andrew B Rosenkrantz, Ruth P Lim, James S Babb, Daniel K Sodickson, Ricardo Otazo.   

Abstract

OBJECTIVE: The objectives of this study were to develop a new method for free-breathing contrast-enhanced multiphase liver magnetic resonance imaging (MRI) using a combination of compressed sensing, parallel imaging, and radial k-space sampling and to demonstrate the feasibility of this method by performing image quality comparison with breath-hold cartesian T1-weighted (conventional) postcontrast acquisitions in healthy participants.
MATERIALS AND METHODS: This Health Insurance Portability and Accountability Act-compliant prospective study received approval from the institutional review board. Eight participants underwent 3 separate contrast-enhanced fat-saturated T1-weighted gradient-echo MRI examinations with matching imaging parameters: conventional breath-hold examination with cartesian k-space sampling volumetric interpolate breath hold examination (BH-VIBE) and free-breathing acquisitions with interleaved angle-bisection and continuous golden-angle radial sampling schemes. Interleaved angle-bisection and golden-angle data from each 100 consecutive spokes were reconstructed using a combination of compressed sensing and parallel imaging (interleaved-angle radial sparse parallel [IARASP] and golden-angle radial sparse parallel [GRASP]) to generate multiple postcontrast phases.Arterial- and venous-phase BH-VIBE, IARASP, and GRASP reconstructions were evaluated by 2 radiologists in a blinded fashion. The readers independently assessed quality of enhancement (QE), overall image quality (IQ), and other parameters of image quality on a 5-point scale, with the highest score indicating the most desirable examination. Mixed model analysis of variance was used to compare each measure of image quality.
RESULTS: Images of BH-VIBE and GRASP had significantly higher QE and IQ values compared with IARASP for both phases (P < 0.05). The differences in QE between BH-VIBE and GRASP for the arterial and venous phases were not significant (P > 0.05). Although GRASP had lower IQ score compared with BH-VIBE for the arterial (3.9 vs 4.8; P < 0.0001) and venous (4.2 vs 4.8; P = 0.005) phases, GRASP received IQ scores of 3 or more in all participants, which was consistent with acceptable or better diagnostic image quality.
CONCLUSION: Contrast-enhanced multiphase liver MRI of diagnostic quality can be performed during free breathing using a combination of compressed sensing, parallel imaging, and golden-angle radial sampling.

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Year:  2013        PMID: 23192165      PMCID: PMC3833720          DOI: 10.1097/RLI.0b013e318271869c

Source DB:  PubMed          Journal:  Invest Radiol        ISSN: 0020-9996            Impact factor:   6.016


  16 in total

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2.  k-space weighted image contrast (KWIC) for contrast manipulation in projection reconstruction MRI.

Authors:  H K Song; L Dougherty
Journal:  Magn Reson Med       Date:  2000-12       Impact factor: 4.668

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

Authors:  Ricardo Otazo; Daniel Kim; Leon Axel; Daniel K Sodickson
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4.  Generalized autocalibrating partially parallel acquisitions (GRAPPA).

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Journal:  Magn Reson Med       Date:  2002-06       Impact factor: 4.668

5.  Improved pediatric MR imaging with compressed sensing.

Authors:  Shreyas S Vasanawala; Marcus T Alley; Brian A Hargreaves; Richard A Barth; John M Pauly; Michael Lustig
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6.  Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint.

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Journal:  Magn Reson Med       Date:  2007-06       Impact factor: 4.668

7.  Sparse MRI: The application of compressed sensing for rapid MR imaging.

Authors:  Michael Lustig; David Donoho; John M Pauly
Journal:  Magn Reson Med       Date:  2007-12       Impact factor: 4.668

8.  Free-breathing radial 3D fat-suppressed T1-weighted gradient echo sequence: a viable alternative for contrast-enhanced liver imaging in patients unable to suspend respiration.

Authors:  Hersh Chandarana; Tobias K Block; Andrew B Rosenkrantz; Ruth P Lim; Danny Kim; David J Mossa; James S Babb; Berthold Kiefer; Vivian S Lee
Journal:  Invest Radiol       Date:  2011-10       Impact factor: 6.016

9.  Free-breathing 3D T1-weighted gradient-echo sequence with radial data sampling in abdominal MRI: preliminary observations.

Authors:  Rafael M Azevedo; Rafael O P de Campos; Miguel Ramalho; Vasco Herédia; Brian M Dale; Richard C Semelka
Journal:  AJR Am J Roentgenol       Date:  2011-09       Impact factor: 3.959

10.  Respiratory motion-compensated radial dynamic contrast-enhanced (DCE)-MRI of chest and abdominal lesions.

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  73 in total

Review 1.  Compressed sensing MRI: a review of the clinical literature.

Authors:  Oren N Jaspan; Roman Fleysher; Michael L Lipton
Journal:  Br J Radiol       Date:  2015-09-24       Impact factor: 3.039

2.  Optimization of MRI Turnaround Times Through the Use of Dockable Tables and Innovative Architectural Design Strategies.

Authors:  Michael P Recht; Kai Tobias Block; Hersh Chandarana; Jennifer Friedland; Thomas Mullholland; Donal Teahan; Roy Wiggins
Journal:  AJR Am J Roentgenol       Date:  2019-02-26       Impact factor: 3.959

3.  Dynamic diffusion-tensor measurements in muscle tissue using the single-line multiple-echo diffusion-tensor acquisition technique at 3T.

Authors:  Steven H Baete; Gene Y Cho; Eric E Sigmund
Journal:  NMR Biomed       Date:  2015-04-22       Impact factor: 4.044

4.  Hybrid T2 - and T1 -weighted radial acquisition for free-breathing abdominal examination.

Authors:  Thomas Benkert; John P Mugler; David S Rigie; Daniel K Sodickson; Hersh Chandarana; Kai Tobias Block
Journal:  Magn Reson Med       Date:  2018-04-15       Impact factor: 4.668

5.  Feasibility of self-gated isotropic radial late-phase MR imaging of the liver.

Authors:  Jakob Weiss; Jana Taron; Ahmed E Othman; Robert Grimm; Matthias Kuendel; Petros Martirosian; Christer Ruff; Christina Schraml; Konstantin Nikolaou; Mike Notohamiprodjo
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6.  Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components.

Authors:  Ricardo Otazo; Emmanuel Candès; Daniel K Sodickson
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Review 7.  Fast, free-breathing and motion-minimized techniques for pediatric body magnetic resonance imaging.

Authors:  Camilo Jaimes; John E Kirsch; Michael S Gee
Journal:  Pediatr Radiol       Date:  2018-08-04

8.  Evaluation of Transient Motion During Gadoxetic Acid-Enhanced Multiphasic Liver Magnetic Resonance Imaging Using Free-Breathing Golden-Angle Radial Sparse Parallel Magnetic Resonance Imaging.

Authors:  Jeong Hee Yoon; Jeong Min Lee; Mi Hye Yu; Bo Yun Hur; Robert Grimm; Kai Tobias Block; Hersh Chandarana; Berthold Kiefer; Yohan Son
Journal:  Invest Radiol       Date:  2018-01       Impact factor: 6.016

9.  Autocalibrating motion-corrected wave-encoding for highly accelerated free-breathing abdominal MRI.

Authors:  Feiyu Chen; Tao Zhang; Joseph Y Cheng; Xinwei Shi; John M Pauly; Shreyas S Vasanawala
Journal:  Magn Reson Med       Date:  2016-12-09       Impact factor: 4.668

Review 10.  Multiparametric MR Imaging in Abdominal Malignancies.

Authors:  Antonio Luna; Shivani Pahwa; Claudio Bonini; Lidia Alcalá-Mata; Katherine L Wright; Vikas Gulani
Journal:  Magn Reson Imaging Clin N Am       Date:  2016-02       Impact factor: 2.266

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