Literature DB >> 32286717

A Perspective on MR Fingerprinting.

Jakob Assländer1,2.   

Abstract

This article reviews the basic concept of MR fingerprinting (MRF) with the goal of highlighting MRF's key contributions, putting them in the context of other quantitative MRI literature, and refining MRF's terminology. The article discusses the robustness and flexibility of MRF's signature dictionary-matching reconstruction along with more advanced MRF reconstructions. A key feature of MRF is the lack of assumptions about the signal evolution, which gives scientists the flexibility to tailor sequences for their needs. The article argues that the concept of unique fingerprints does not capture the requirements for successful parameter mapping and that an analysis of the signal's derivatives with respect to biophysical parameters, such as relaxation times, is more informative, as it allows one to evaluate the efficiency of a pulse sequence. The article points at the source of MRF's efficiency, namely, flip angle variations at the time scale of the relaxation times, and reveals that MRF's advantages are strongest at long scan times, as required for 3D imaging. Further, it outlines how MRF's flexibility can be used to design mutually tailored pulse sequences and biophysical models with the goal of improving the reproducibility of parameter mapping biological tissue. LEVEL OF EVIDENCE: 5 TECHNICAL EFFICACY STAGE: 1.
© 2020 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  MRF; parameter mapping; qMRI; quantitative MRI; relaxometry

Mesh:

Year:  2020        PMID: 32286717      PMCID: PMC7554187          DOI: 10.1002/jmri.27134

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


  43 in total

1.  Rapid combined T1 and T2 mapping using gradient recalled acquisition in the steady state.

Authors:  Sean C L Deoni; Brian K Rutt; Terry M Peters
Journal:  Magn Reson Med       Date:  2003-03       Impact factor: 4.668

2.  IR TrueFISP with a golden-ratio-based radial readout: fast quantification of T1, T2, and proton density.

Authors:  Philipp Ehses; Nicole Seiberlich; Dan Ma; Felix A Breuer; Peter M Jakob; Mark A Griswold; Vikas Gulani
Journal:  Magn Reson Med       Date:  2012-02-29       Impact factor: 4.668

3.  An optimal radial profile order based on the Golden Ratio for time-resolved MRI.

Authors:  Stefanie Winkelmann; Tobias Schaeffter; Thomas Koehler; Holger Eggers; Olaf Doessel
Journal:  IEEE Trans Med Imaging       Date:  2007-01       Impact factor: 10.048

4.  Multiscale reconstruction for MR fingerprinting.

Authors:  Eric Y Pierre; Dan Ma; Yong Chen; Chaitra Badve; Mark A Griswold
Journal:  Magn Reson Med       Date:  2015-06-30       Impact factor: 4.668

5.  On the accuracy of T1 mapping: searching for common ground.

Authors:  Nikola Stikov; Mathieu Boudreau; Ives R Levesque; Christine L Tardif; Joëlle K Barral; G Bruce Pike
Journal:  Magn Reson Med       Date:  2014-02-27       Impact factor: 4.668

6.  Optimizing the precision in T1 relaxation estimation using limited flip angles.

Authors:  H Z Wang; S J Riederer; J N Lee
Journal:  Magn Reson Med       Date:  1987-11       Impact factor: 4.668

Review 7.  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

8.  Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics.

Authors:  Justin P Haldar; Mark A Griswold; Kawin Setsompop; Lawrence L Wald
Journal:  IEEE Trans Med Imaging       Date:  2018-10-04       Impact factor: 10.048

9.  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

10.  Hybrid-state free precession in nuclear magnetic resonance.

Authors:  Jakob Assländer; Dmitry S Novikov; Riccardo Lattanzi; Daniel K Sodickson; Martijn A Cloos
Journal:  Commun Phys       Date:  2019-06-25
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  10 in total

1.  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

2.  Optimization of spin-lock times in T mapping of knee cartilage: Cramér-Rao bounds versus matched sampling-fitting.

Authors:  Marcelo V W Zibetti; Azadeh Sharafi; Ravinder R Regatte
Journal:  Magn Reson Med       Date:  2021-11-04       Impact factor: 4.668

Review 3.  Challenges in ensuring the generalizability of image quantitation methods for MRI.

Authors:  Kathryn E Keenan; Jana G Delfino; Kalina V Jordanova; Megan E Poorman; Prathyush Chirra; Akshay S Chaudhari; Bettina Baessler; Jessica Winfield; Satish E Viswanath; Nandita M deSouza
Journal:  Med Phys       Date:  2021-09-29       Impact factor: 4.506

Review 4.  Primary Multiparametric Quantitative Brain MRI: State-of-the-Art Relaxometric and Proton Density Mapping Techniques.

Authors:  Hernán Jara; Osamu Sakai; Ezequiel Farrher; Ana-Maria Oros-Peusquens; N Jon Shah; David C Alsop; Kathryn E Keenan
Journal:  Radiology       Date:  2022-08-30       Impact factor: 29.146

5.  Cramér-Rao bound-informed training of neural networks for quantitative MRI.

Authors:  Xiaoxia Zhang; Quentin Duchemin; Kangning Liu; Cem Gultekin; Sebastian Flassbeck; Carlos Fernandez-Granda; Jakob Assländer
Journal:  Magn Reson Med       Date:  2022-03-28       Impact factor: 3.737

Review 6.  Physics-based reconstruction methods for magnetic resonance imaging.

Authors:  Xiaoqing Wang; Zhengguo Tan; Nick Scholand; Volkert Roeloffs; Martin Uecker
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2021-05-10       Impact factor: 4.226

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.  Efficiency analysis for quantitative MRI of T1 and T2 relaxometry methods.

Authors:  David Leitão; Rui Pedro A G Teixeira; Anthony Price; Alena Uus; Joseph V Hajnal; Shaihan J Malik
Journal:  Phys Med Biol       Date:  2021-07-26       Impact factor: 3.609

9.  Optimization of spin-lock times for T mapping of human knee cartilage with bi- and stretched-exponential models.

Authors:  Hector L de Moura; Rajiv G Menon; Marcelo V W Zibetti; Ravinder R Regatte
Journal:  Sci Rep       Date:  2022-10-07       Impact factor: 4.996

Review 10.  Magnetic resonance fingerprinting: from evolution to clinical applications.

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

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