High-dimensionality undersampled patch-based reconstruction (HD-PROST) for accelerated multi-contrast MRI.
MR fingerprinting
compressed-sensing
low-rank tensor decomposition
magnetization transfer contrast
multi-contrast MRI
patch-based reconstruction
Journal
Magnetic resonance in medicine
ISSN: 1522-2594
Titre abrégé: Magn Reson Med
Pays: United States
ID NLM: 8505245
Informations de publication
Date de publication:
06 2019
06 2019
Historique:
received:
28
08
2018
revised:
23
01
2019
accepted:
23
01
2019
pubmed:
6
3
2019
medline:
19
5
2020
entrez:
6
3
2019
Statut:
ppublish
Résumé
To develop a new high-dimensionality undersampled patch-based reconstruction (HD-PROST) for highly accelerated 2D and 3D multi-contrast MRI. HD-PROST jointly reconstructs multi-contrast MR images by exploiting the highly redundant information, on a local and non-local scale, and the strong correlation shared between the multiple contrast images. This is achieved by enforcing multi-dimensional low-rank in the undersampled images. 2D magnetic resonance fingerprinting (MRF) phantom and in vivo brain acquisitions were performed to evaluate the performance of HD-PROST for highly accelerated simultaneous T In the 2D MRF phantom study, HD-PROST provided accurate and precise estimation of the T HD-PROST enables multi-contrast 2D and 3D MR images in a short acquisition time without compromising image quality. Ultimately, this technique may increase the potential of conventional parameter mapping.
Identifiants
pubmed: 30834594
doi: 10.1002/mrm.27694
pmc: PMC6646908
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
3705-3719Informations de copyright
© 2019 International Society for Magnetic Resonance in Medicine.
Références
Magn Reson Imaging. 2011 Sep;29(7):899-906
pubmed: 21571476
Magn Reson Med. 2002 Jun;47(6):1202-10
pubmed: 12111967
Magn Reson Imaging. 2017 Sep;41:41-52
pubmed: 28223063
Magn Reson Med. 2018 Jan;79(1):83-96
pubmed: 28261851
Magn Reson Med. 2015 Feb;73(2):655-61
pubmed: 24500817
Magn Reson Med. 2018 Dec;80(6):2485-2500
pubmed: 29732610
Magn Reson Med. 2019 Feb;81(2):947-961
pubmed: 30229558
J Magn Reson Imaging. 2015 Feb;41(2):266-95
pubmed: 24737382
Magn Reson Med. 2011 Sep;66(3):756-67
pubmed: 21465542
Magn Reson Med. 2017 Jan;77(1):180-195
pubmed: 26786745
J Cardiovasc Magn Reson. 2016 Sep 22;18(1):58
pubmed: 27660042
Magn Reson Imaging. 2014 Dec;32(10):1344-52
pubmed: 25193110
Magn Reson Med. 1992 Jan;23(1):37-45
pubmed: 1734182
Magn Reson Med. 2007 Dec;58(6):1182-95
pubmed: 17969013
Sci Rep. 2017 Jul 13;7(1):5330
pubmed: 28706270
Magn Reson Med. 2014 Feb;71(2):815-22
pubmed: 23440946
Magn Reson Med. 2013 Feb;69(2):571-82
pubmed: 22488589
Magn Reson Med. 2015 Aug;74(2):489-98
pubmed: 25163720
Magn Reson Med. 2017 Nov;78(5):1781-1789
pubmed: 28074530
Magn Reson Med. 2017 Aug;78(2):598-610
pubmed: 27604855
Inverse Probl. 2018 Sep;34(9):
pubmed: 30880863
IEEE Trans Med Imaging. 2017 Jan;36(1):1-16
pubmed: 28055827
Nature. 2013 Mar 14;495(7440):187-92
pubmed: 23486058
Magn Reson Med. 2012 Dec;68(6):2005-17
pubmed: 22374782
Magn Reson Med. 2012 Jun;67(6):1644-55
pubmed: 22135227
Magn Reson Med. 2015 Mar;73(3):1125-36
pubmed: 24760724
J Magn Reson Imaging. 2015 Mar;41(3):738-46
pubmed: 24573992
Magn Reson Med. 1999 Nov;42(5):952-62
pubmed: 10542355
IEEE Trans Med Imaging. 2018 Aug;37(8):1932-1942
pubmed: 29994581
Magn Reson Med. 2016 Oct;76(4):1127-35
pubmed: 26509746
Magn Reson Med. 2015 Dec;74(6):1621-31
pubmed: 25491018
Magn Reson Med. 2019 Jan;81(1):102-115
pubmed: 30058252
Magn Reson Med Sci. 2019 Jan 10;18(1):96-104
pubmed: 29794408
Magn Reson Med. 2010 Oct;64(4):1114-20
pubmed: 20564599
Psychometrika. 1966 Sep;31(3):279-311
pubmed: 5221127
IEEE Trans Med Imaging. 2012 Jun;31(6):1250-62
pubmed: 22345529
J Cardiovasc Magn Reson. 2015 Jun 12;17:46
pubmed: 26067275
Magn Reson Med. 2019 Apr;81(4):2450-2463
pubmed: 30450749
Magn Reson Med. 2014 Mar;71(3):990-1001
pubmed: 23649942
Nat Biomed Eng. 2018 Apr;2(4):215-226
pubmed: 30237910
Magn Reson Imaging. 2017 Sep;41:29-40
pubmed: 28716682
J Magn Reson Imaging. 2015 Feb;41(2):460-73
pubmed: 24375859
Magn Reson Med. 2018 Feb;79(2):933-942
pubmed: 28411394
Magn Reson Med. 2018 Aug;80(2):619-632
pubmed: 29322551
Magn Reson Med. 2019 Jun;81(6):3705-3719
pubmed: 30834594
Magn Reson Med. 2015 Feb;73(2):523-35
pubmed: 24604305
Magn Reson Med. 2010 Sep;64(3):767-76
pubmed: 20535813
Magn Reson Med. 2010 Aug;64(2):457-71
pubmed: 20665790
Magn Reson Med. 2011 Dec;66(6):1601-15
pubmed: 21671267
Magn Reson Med. 2013 Nov;70(5):1263-73
pubmed: 23213053
Magn Reson Med. 2016 Dec;76(6):1865-1878
pubmed: 26762702