Literature DB >> 31347226

Magnetic resonance fingerprinting review part 2: Technique and directions.

Debra F McGivney1, Rasim Boyacıoğlu1, Yun Jiang1,2, Megan E Poorman3,4, Nicole Seiberlich5,2, Vikas Gulani1,2, Kathryn E Keenan4, Mark A Griswold1, Dan Ma1.   

Abstract

Magnetic resonance fingerprinting (MRF) is a general framework to quantify multiple MR-sensitive tissue properties with a single acquisition. There have been numerous advances in MRF in the years since its inception. In this work we highlight some of the recent technical developments in MRF, focusing on sequence optimization, modifications for reconstruction and pattern matching, new methods for partial volume analysis, and applications of machine and deep learning. Level of Evidence: 2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2020;51:993-1007.
© 2019 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  deep learning; machine learning; magnetic resonance fingerprinting; optimization; reconstruction

Mesh：

Year:  2019        PMID： 31347226      PMCID： PMC6980890          DOI： 10.1002/jmri.26877

Source DB:  PubMed          Journal:  J Magn Reson Imaging        ISSN： 1053-1807            Impact factor:   4.813


  89 in total

1.  Use of simulated annealing for the design of multiple repetition time balanced steady-state free precession imaging.

Authors:  Kuan J Lee; Hsu-Lei Lee; Jürgen Hennig; Jochen Leupold
Journal:  Magn Reson Med       Date:  2011-12-28       Impact factor: 4.668

2.  Rapid magnetic resonance quantification on the brain: Optimization for clinical usage.

Authors:  J B M Warntjes; O Dahlqvist Leinhard; J West; P Lundberg
Journal:  Magn Reson Med       Date:  2008-08       Impact factor: 4.668

3.  MR fingerprinting Deep RecOnstruction NEtwork (DRONE).

Authors:  Ouri Cohen; Bo Zhu; Matthew S Rosen
Journal:  Magn Reson Med       Date:  2018-04-06       Impact factor: 4.668

4.  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

Review 5.  Magnetic resonance fingerprinting: a technical review.

Authors:  Bhairav Bipin Mehta; Simone Coppo; Debra Frances McGivney; Jesse Ian Hamilton; Yong Chen; Yun Jiang; Dan Ma; Nicole Seiberlich; Vikas Gulani; Mark Alan Griswold
Journal:  Magn Reson Med       Date:  2018-09-14       Impact factor: 4.668

6.  Pseudo Steady-State Free Precession for MR-Fingerprinting.

Authors:  Jakob Assländer; Steffen J Glaser; Jürgen Hennig
Journal:  Magn Reson Med       Date:  2016-04-15       Impact factor: 4.668

7.  Compressed-sensing MRI with random encoding.

Authors:  Justin P Haldar; Diego Hernando; Zhi-Pei Liang
Journal:  IEEE Trans Med Imaging       Date:  2010-10-11       Impact factor: 10.048

8.  Quantitative mapping of T2 using partial spoiling.

Authors:  Oliver Bieri; Klaus Scheffler; Goetz H Welsch; S Trattnig; Tallal C Mamisch; Carl Ganter
Journal:  Magn Reson Med       Date:  2011-03-09       Impact factor: 4.668

9.  Estimation of perfusion properties with MR Fingerprinting Arterial Spin Labeling.

Authors:  Katherine L Wright; Yun Jiang; Dan Ma; Douglas C Noll; Mark A Griswold; Vikas Gulani; Luis Hernandez-Garcia
Journal:  Magn Reson Imaging       Date:  2018-03-12       Impact factor: 2.546

10.  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
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  9 in total

Review 1.  Magnetic resonance fingerprinting: an overview.

Authors:  Charit Tippareddy; Walter Zhao; Jeffrey L Sunshine; Mark Griswold; Dan Ma; Chaitra Badve
Journal:  Eur J Nucl Med Mol Imaging       Date:  2021-05-26       Impact factor: 9.236

2.  Quantitative T2 mapping using accelerated 3D stack-of-spiral gradient echo readout.

Authors:  Ruoxun Zi; Dan Zhu; Qin Qin
Journal:  Magn Reson Imaging       Date:  2020-08-27       Impact factor: 2.546

Review 3.  A Perspective on MR Fingerprinting.

Authors:  Jakob Assländer
Journal:  J Magn Reson Imaging       Date:  2020-04-14       Impact factor: 4.813

4.  The effect of gadolinium-based contrast agent administration on magnetic resonance fingerprinting-based T1 relaxometry in patients with prostate cancer.

Authors:  Nikita Sushentsev; Joshua D Kaggie; Guido Buonincontri; Rolf F Schulte; Martin J Graves; Vincent J Gnanapragasam; Tristan Barrett
Journal:  Sci Rep       Date:  2020-11-24       Impact factor: 4.379

5.  Reproducibility of magnetic resonance fingerprinting-based T1 mapping of the healthy prostate at 1.5 and 3.0 T: A proof-of-concept study.

Authors:  Nikita Sushentsev; Joshua D Kaggie; Rhys A Slough; Bruno Carmo; Tristan Barrett
Journal:  PLoS One       Date:  2021-01-29       Impact factor: 3.240

6.  The diagnostic performance of quantitative mapping in breast cancer patients: a preliminary study using synthetic MRI.

Authors:  Tiebao Meng; Ni He; Haoqiang He; Kuiyuan Liu; Liangru Ke; Huiming Liu; Linchang Zhong; Chenghui Huang; Anli Yang; Chunyan Zhou; Long Qian; Chuanmiao Xie
Journal:  Cancer Imaging       Date:  2020-12-14       Impact factor: 3.909

7.  Whole-brain 3D MR fingerprinting brain imaging: clinical validation and feasibility to patients with meningioma.

Authors:  Thomaz R Mostardeiro; Ananya Panda; Robert J Witte; Norbert G Campeau; Kiaran P McGee; Yi Sui; Aiming Lu
Journal:  MAGMA       Date:  2021-05-04       Impact factor: 2.310

8.  Acceleration of Magnetic Resonance Fingerprinting Reconstruction Using Denoising and Self-Attention Pyramidal Convolutional Neural Network.

Authors:  Jia-Sheng Hong; Ingo Hermann; Frank Gerrit Zöllner; Lothar R Schad; Shuu-Jiun Wang; Wei-Kai Lee; Yung-Lin Chen; Yu Chang; Yu-Te Wu
Journal:  Sensors (Basel)       Date:  2022-02-07       Impact factor: 3.576

Review 9.  Magnetic resonance fingerprinting: from evolution to clinical applications.

Authors:  Jean J L Hsieh; Imants Svalbe
Journal:  J Med Radiat Sci       Date:  2020-06-28
  9 in total

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