Literature DB >> 28019022

Use of pattern recognition for unaliasing simultaneously acquired slices in simultaneous multislice MR fingerprinting.

Yun Jiang1, Dan Ma2, Himanshu Bhat3, Huihui Ye4,5, Stephen F Cauley4, Lawrence L Wald4,6, Kawin Setsompop4, Mark A Griswold1,2.   

Abstract

PURPOSE: The purpose of this study is to accelerate an MR fingerprinting (MRF) acquisition by using a simultaneous multislice method.
METHODS: A multiband radiofrequency (RF) pulse was designed to excite two slices with different flip angles and phases. The signals of two slices were driven to be as orthogonal as possible. The mixed and undersampled MRF signal was matched to two dictionaries to retrieve T1 and T2 maps of each slice. Quantitative results from the proposed method were validated with the gold-standard spin echo methods in a phantom. T1 and T2 maps of in vivo human brain from two simultaneously acquired slices were also compared to the results of fast imaging with steady-state precession based MRF method (MRF-FISP) with a single-band RF excitation.
RESULTS: The phantom results showed that the simultaneous multislice imaging MRF-FISP method quantified the relaxation properties accurately compared to the gold-standard spin echo methods. T1 and T2 values of in vivo brain from the proposed method also matched the results from the normal MRF-FISP acquisition.
CONCLUSION: T1 and T2 values can be quantified at a multiband acceleration factor of two using our proposed acquisition even in a single-channel receive coil. Further acceleration could be achieved by combining this method with parallel imaging or iterative reconstruction. Magn Reson Med 78:1870-1876, 2017.
© 2016 International Society for Magnetic Resonance in Medicine. © 2016 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  MR fingerprinting; pattern recognition; quantitative imaging; relaxation time; simultaneous multislice

Mesh:

Year:  2016        PMID: 28019022      PMCID: PMC5484752          DOI: 10.1002/mrm.26572

Source DB:  PubMed          Journal:  Magn Reson Med        ISSN: 0740-3194            Impact factor:   4.668


  27 in total

1.  Adaptive reconstruction of phased array MR imagery.

Authors:  D O Walsh; A F Gmitro; M W Marcellin
Journal:  Magn Reson Med       Date:  2000-05       Impact factor: 4.668

2.  Generalized autocalibrating partially parallel acquisitions (GRAPPA).

Authors:  Mark A Griswold; Peter M Jakob; Robin M Heidemann; Mathias Nittka; Vladimir Jellus; Jianmin Wang; Berthold Kiefer; Axel Haase
Journal:  Magn Reson Med       Date:  2002-06       Impact factor: 4.668

3.  CAIPIRINHA accelerated SSFP imaging.

Authors:  Daniel Stäb; Christian Oliver Ritter; Felix A Breuer; Andreas Max Weng; Dietbert Hahn; Herbert Köstler
Journal:  Magn Reson Med       Date:  2011-01       Impact factor: 4.668

4.  Controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) for multi-slice imaging.

Authors:  Felix A Breuer; Martin Blaimer; Robin M Heidemann; Matthias F Mueller; Mark A Griswold; Peter M Jakob
Journal:  Magn Reson Med       Date:  2005-03       Impact factor: 4.668

5.  Improved radial GRAPPA calibration for real-time free-breathing cardiac imaging.

Authors:  Nicole Seiberlich; Philipp Ehses; Jeff Duerk; Robert Gilkeson; Mark Griswold
Journal:  Magn Reson Med       Date:  2010-09-24       Impact factor: 4.668

6.  MR fingerprinting using fast imaging with steady state precession (FISP) with spiral readout.

Authors:  Yun Jiang; Dan Ma; Nicole Seiberlich; Vikas Gulani; Mark A Griswold
Journal:  Magn Reson Med       Date:  2014-12-09       Impact factor: 4.668

7.  Accelerating magnetic resonance fingerprinting (MRF) using t-blipped simultaneous multislice (SMS) acquisition.

Authors:  Huihui Ye; Dan Ma; Yun Jiang; Stephen F Cauley; Yiping Du; Lawrence L Wald; Mark A Griswold; Kawin Setsompop
Journal:  Magn Reson Med       Date:  2015-06-08       Impact factor: 4.668

8.  Multiband multislice GE-EPI at 7 tesla, with 16-fold acceleration using partial parallel imaging with application to high spatial and temporal whole-brain fMRI.

Authors:  Steen Moeller; Essa Yacoub; Cheryl A Olman; Edward Auerbach; John Strupp; Noam Harel; Kâmil Uğurbil
Journal:  Magn Reson Med       Date:  2010-05       Impact factor: 4.668

9.  SIMA: simultaneous multislice acquisition of MR images by Hadamard-encoded excitation.

Authors:  S P Souza; J Szumowski; C L Dumoulin; D P Plewes; G Glover
Journal:  J Comput Assist Tomogr       Date:  1988 Nov-Dec       Impact factor: 1.826

10.  Magnetic resonance fingerprinting.

Authors:  Dan Ma; Vikas Gulani; Nicole Seiberlich; Kecheng Liu; Jeffrey L Sunshine; Jeffrey L Duerk; Mark A Griswold
Journal:  Nature       Date:  2013-03-14       Impact factor: 49.962

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  14 in total

1.  Simultaneous multislice cardiac magnetic resonance fingerprinting using low rank reconstruction.

Authors:  Jesse I Hamilton; Yun Jiang; Dan Ma; Yong Chen; Wei-Ching Lo; Mark Griswold; Nicole Seiberlich
Journal:  NMR Biomed       Date:  2018-12-18       Impact factor: 4.044

2.  3D MR fingerprinting with accelerated stack-of-spirals and hybrid sliding-window and GRAPPA reconstruction.

Authors:  Congyu Liao; Berkin Bilgic; Mary Kate Manhard; Bo Zhao; Xiaozhi Cao; Jianhui Zhong; Lawrence L Wald; Kawin Setsompop
Journal:  Neuroimage       Date:  2017-08-24       Impact factor: 6.556

3.  Fast 3D magnetic resonance fingerprinting for a whole-brain coverage.

Authors:  Dan Ma; Yun Jiang; Yong Chen; Debra McGivney; Bhairav Mehta; Vikas Gulani; Mark Griswold
Journal:  Magn Reson Med       Date:  2017-08-22       Impact factor: 4.668

Review 4.  Magnetic resonance fingerprinting review part 2: Technique and directions.

Authors:  Debra F McGivney; Rasim Boyacıoğlu; Yun Jiang; Megan E Poorman; Nicole Seiberlich; Vikas Gulani; Kathryn E Keenan; Mark A Griswold; Dan Ma
Journal:  J Magn Reson Imaging       Date:  2019-07-25       Impact factor: 4.813

Review 5.  Pulse sequences and parallel imaging for high spatiotemporal resolution MRI at ultra-high field.

Authors:  Benedikt A Poser; Kawin Setsompop
Journal:  Neuroimage       Date:  2017-04-06       Impact factor: 6.556

6.  Simultaneous multislice magnetic resonance fingerprinting with low-rank and subspace modeling.

Authors:  Berkin Bilgic; Elfar Adalsteinsson; Mark A Griswold; Lawrence L Wald; Kawin Setsompop
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2017-07

7.  Simultaneous multislice magnetic resonance fingerprinting (SMS-MRF) with direct-spiral slice-GRAPPA (ds-SG) reconstruction.

Authors:  Huihui Ye; Stephen F Cauley; Borjan Gagoski; Berkin Bilgic; Dan Ma; Yun Jiang; Yiping P Du; Mark A Griswold; Lawrence L Wald; Kawin Setsompop
Journal:  Magn Reson Med       Date:  2016-05-25       Impact factor: 4.668

8.  Magnetic Resonance Fingerprinting-An Overview.

Authors:  Ananya Panda; Bhairav B Mehta; Simone Coppo; Yun Jiang; Dan Ma; Nicole Seiberlich; Mark A Griswold; Vikas Gulani
Journal:  Curr Opin Biomed Eng       Date:  2017-09

9.  Time efficient whole-brain coverage with MR Fingerprinting using slice-interleaved echo-planar-imaging.

Authors:  Benedikt Rieger; Mehmet Akçakaya; José C Pariente; Sara Llufriu; Eloy Martinez-Heras; Sebastian Weingärtner; Lothar R Schad
Journal:  Sci Rep       Date:  2018-04-27       Impact factor: 4.379

10.  Accelerated magnetic resonance fingerprinting using soft-weighted key-hole (MRF-SOHO).

Authors:  Gastao Cruz; Torben Schneider; Tom Bruijnen; Andreia S Gaspar; René M Botnar; Claudia Prieto
Journal:  PLoS One       Date:  2018-08-09       Impact factor: 3.240

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