Literature DB >> 29624736

MR fingerprinting Deep RecOnstruction NEtwork (DRONE).

Ouri Cohen1,2,3, Bo Zhu1,2,3, Matthew S Rosen1,2,3.   

Abstract

Entities:  

Keywords:  DRONE; EPI; MR fingerprinting; deep learning; neural network; optimization

Mesh：

Year:  2018        PMID： 29624736      PMCID： PMC5980718          DOI： 10.1002/mrm.27198

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


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  18 in total

1.  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

2.  Inversion recovery TrueFISP: quantification of T(1), T(2), and spin density.

Authors:  Peter Schmitt; Mark A Griswold; Peter M Jakob; Markus Kotas; Vikas Gulani; Michael Flentje; Axel Haase
Journal:  Magn Reson Med       Date:  2004-04       Impact factor: 4.668

3.  Design and construction of a realistic digital brain phantom.

Authors:  D L Collins; A P Zijdenbos; V Kollokian; J G Sled; N J Kabani; C J Holmes; A C Evans
Journal:  IEEE Trans Med Imaging       Date:  1998-06       Impact factor: 10.048

Review 4.  Deep learning in neural networks: an overview.

Authors:  Jürgen Schmidhuber
Journal:  Neural Netw       Date:  2014-10-13

5.  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

6.  Extended phase graphs: dephasing, RF pulses, and echoes - pure and simple.

Authors:  Matthias Weigel
Journal:  J Magn Reson Imaging       Date:  2014-04-16       Impact factor: 4.813

7.  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

8.  Transverse relaxation of cerebrospinal fluid depends on glucose concentration.

Authors:  A Daoust; S Dodd; G Nair; N Bouraoud; S Jacobson; S Walbridge; D S Reich; A Koretsky
Journal:  Magn Reson Imaging       Date:  2017-08-03       Impact factor: 2.546

9.  High-resolution T1 and T2 mapping of the brain in a clinically acceptable time with DESPOT1 and DESPOT2.

Authors:  Sean C L Deoni; Terry M Peters; Brian K Rutt
Journal:  Magn Reson Med       Date:  2005-01       Impact factor: 4.668

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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  49 in total

1.  Magnetization transfer in magnetic resonance fingerprinting.

Authors:  Tom Hilbert; Ding Xia; Kai Tobias Block; Zidan Yu; Riccardo Lattanzi; Daniel K Sodickson; Tobias Kober; Martijn A Cloos
Journal:  Magn Reson Med       Date:  2019-11-25       Impact factor: 4.668

2.  RCA-U-Net: Residual Channel Attention U-Net for Fast Tissue Quantification in Magnetic Resonance Fingerprinting.

Authors:  Zhenghan Fang; Yong Chen; Dong Nie; Weili Lin; Dinggang Shen
Journal:  Med Image Comput Comput Assist Interv       Date:  2019-10-10

3.  Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting.

Authors:  Zhenghan Fang; Yong Chen; Mingxia Liu; Lei Xiang; Qian Zhang; Qian Wang; Weili Lin; Dinggang Shen
Journal:  IEEE Trans Med Imaging       Date:  2019-02-13       Impact factor: 10.048

Review 4.  Applications of machine learning in drug discovery and development.

Authors:  Jessica Vamathevan; Dominic Clark; Paul Czodrowski; Ian Dunham; Edgardo Ferran; George Lee; Bin Li; Anant Madabhushi; Parantu Shah; Michaela Spitzer; Shanrong Zhao
Journal:  Nat Rev Drug Discov       Date:  2019-06       Impact factor: 84.694

Review 5.  Advances in MRI Applications to Diagnose and Manage Cardiomyopathies.

Authors:  Ramya Vajapey; Brendan Eck; Wilson Tang; Deborah H Kwon
Journal:  Curr Treat Options Cardiovasc Med       Date:  2019-11-27

6.  Further Development of Subspace Imaging to Magnetic Resonance Fingerprinting: A Low-rank Tensor Approach.

Authors:  Bo Zhao; Kawin Setsompop; David Salat; Lawrence L Wald
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2020-07

7.  snapMRF: GPU-accelerated magnetic resonance fingerprinting dictionary generation and matching using extended phase graphs.

Authors:  Dong Wang; Jason Ostenson; David S Smith
Journal:  Magn Reson Imaging       Date:  2019-11-15       Impact factor: 2.546

8.  MR fingerprinting for rapid simultaneous T1 , T2 , and T1 ρ relaxation mapping of the human articular cartilage at 3T.

Authors:  Azadeh Sharafi; Marcelo V W Zibetti; Gregory Chang; Martijn Cloos; Ravinder R Regatte
Journal:  Magn Reson Med       Date:  2020-05-09       Impact factor: 4.668

Review 9.  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

10.  Deep Magnetic Resonance Image Reconstruction: Inverse Problems Meet Neural Networks.

Authors:  Dong Liang; Jing Cheng; Ziwen Ke; Leslie Ying
Journal:  IEEE Signal Process Mag       Date:  2020-01-20       Impact factor: 12.551
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