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Chin. Phys. B, 2017, Vol. 26(11): 118701    DOI: 10.1088/1674-1056/26/11/118701
INTERDISCIPLINARY PHYSICS AND RELATED AREAS OF SCIENCE AND TECHNOLOGY Prev   Next  

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
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.
Keywords:  caipirinha      simultaneous multislice imaging      total variation  
Received:  08 June 2017      Revised:  22 August 2017      Accepted manuscript online: 
PACS:  87.57.nf (Reconstruction)  
  87.61.Jc (Anatomic imaging)  
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

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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