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Improved simultaneous multislice magnetic resonance imaging using total variation regularization |
Ya-Jun Ma(马亚军)1, Sha Li(李莎)1,2, Song Gao(高嵩)1 |
1. Department of Medical Physics, Health Science Center of Peking University, Beijing 100191, China; 2. Department of Radiotherapy, Beijing Cancer Hospital, Beijing 100142, China |
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Abstract Controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) for simultaneous multislice imaging has been proposed recently, which combines multiband excitation and phase cycling techniques to reduce scan time and improve subsequent imaging reconstruction. In this work, the total variation (TV) regularization method is used to further improve CAIPIRINHA. The TV regularization uses an edge-preserving prior, which establishes a relationship between neighboring pixels for image reconstruction. It reduces artifacts and suppresses noise amplification simultaneously. The results are presented with a standard eight-channel head coil with an acceleration factor of 4, where the TV-regularized CAIPIRINHA generates an improved reconstruction as compared with a typical nonregularized CAIPIRINHA.
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Received: 08 June 2017
Revised: 22 August 2017
Accepted manuscript online:
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PACS:
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87.57.nf
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(Reconstruction)
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87.61.Jc
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(Anatomic imaging)
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Fund: Project supported by the National Natural Science Foundation of China (Grant No. 61671026) and the Natural Science Foundation of Beijing, China (Grant No. 7162112). |
Corresponding Authors:
Song Gao
E-mail: gaoss@pku.edu.cn
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Cite this article:
Ya-Jun Ma(马亚军), Sha Li(李莎), Song Gao(高嵩) Improved simultaneous multislice magnetic resonance imaging using total variation regularization 2017 Chin. Phys. B 26 118701
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[1] |
Larkman D J, Hajnal J V, Herlihy A H, Coutts G A, Young I R and Ehnholm G 2001 J. Magn. Reson. Imaging 13 313
|
[2] |
Griswold M A, Jakob P M, Heidemann R M, Nittka M, Jellus V, Wang J, Kiefer B and Haase A 2002 Magn. Reson. Med. 47 1202
|
[3] |
Pruessmann K P, Weiger M, Scheidegger M B and Boesiger P 1999 Magn. Reson. Med. 42 952
|
[4] |
Li S, Wang L, Zhu Y C, Yang J, Xie Y Q, Fu N, Wang Y and Gao S 2016 Chin. Phys. B 25 128703
|
[5] |
Bao S L, Du J and Gao S 2013 Acta Phys. Sin. 62 088701 (in Chinese)
|
[6] |
Ma Y J, Liu W, Tang X and Gao J H 2014 Magn. Reson. Med. 74 217
|
[7] |
Fang S, Wu W C, Ying K and Guo H 2013 Acta Phys. Sin. 62 48702 (in Chinese)
|
[8] |
Wang L Y, Liu H K, Li L, Yan B, Zhang H M, Cai A L, Chen J L and Hu G E 2014 Acta Phys. Sin. 63 208702 (in Chinese)
|
[9] |
Breuer F A, Blaimer M, Heidemann R M, Mueller M F, Griswold M A and Jakob P M 2005 Magn. Reson. Med. 53 684
|
[10] |
Glover G H 1991 J. Magn. Reson. Imaging. 1 457
|
[11] |
Zu Z L, Zhou K, Zhang S G, Gao S and Bao S L 2008 Chin. Phys. B 17 328
|
[12] |
Zhu Y C, Spincemaille P, Liu J, Li S, Nguyen T D, Prince M R, Xie Y Q and Wang Y 2017 Chin. Phys. B 26 018701
|
[13] |
Yutzy S R, Seiberlich N, Duerk J L and Griswold M A 2011 Magn. Reson. Med. 65 1630
|
[14] |
Block K T, Uecker M and Frahm J 2007 Magn. Reson. Med. 57 1086
|
[15] |
McKenzie C A, Yeh E N, Ohliger M A, Price M D and Sodickson D K 2002 Magn. Reson. Med. 47 529
|
[16] |
Li S P, Wang L Y, Yan B, Li L and Liu Y J 2012 Chin. Phys. B 21 108703
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