Free-Breathing Contrast-Enhanced Multiphase MRI of the Liver Using a Combination of Compressed Sensing, Parallel Imaging, and Golden-Angle Radial Sampling

被引:214
作者
Chandarana, Hersh [1 ]
Feng, Li [1 ]
Block, Tobias K. [1 ]
Rosenkrantz, Andrew B. [1 ]
Lim, Ruth P. [1 ]
Babb, James S. [1 ]
Sodickson, Daniel K. [1 ]
Otazo, Ricardo [1 ]
机构
[1] NYU, Langone Med Ctr, Dept Radiol, Ctr Biomed Imaging, New York, NY 10016 USA
基金
美国国家卫生研究院;
关键词
contrast-enhanced MRI; liver MRI; free-breathing MRI; compressed sensing reconstruction; multicoil compressed sensing reconstruction; golden-angle radial acquisition; GRADIENT-ECHO SEQUENCE; PROJECTION RECONSTRUCTION; LESIONS;
D O I
10.1097/RLI.0b013e318271869c
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objective: The objectives of this study were to develop a new method for free-breathing contrast-enhanced multiphase liver magnetic resonance imaging (MRI) using a combination of compressed sensing, parallel imaging, and radial k-space sampling and to demonstrate the feasibility of this method by performing image quality comparison with breath-hold cartesian T1-weighted (conventional) postcontrast acquisitions in healthy participants. Materials and Methods: This Health Insurance Portability and Accountability Act-compliant prospective study received approval from the institutional review board. Eight participants underwent 3 separate contrast-enhanced fat-saturated T1-weighted gradient-echo MRI examinations with matching imaging parameters: conventional breath-hold examination with cartesian k-space sampling volumetric interpolate breath hold examination (BH-VIBE) and free-breathing acquisitions with interleaved angle-bisection and continuous golden-angle radial sampling schemes. Interleaved angle-bisection and golden-angle data from each 100 consecutive spokes were reconstructed using a combination of compressed sensing and parallel imaging (interleaved-angle radial sparse parallel [IARASP] and golden-angle radial sparse parallel [GRASP]) to generate multiple postcontrast phases. Arterial-and venous-phase BH-VIBE, IARASP, and GRASP reconstructions were evaluated by 2 radiologists in a blinded fashion. The readers independently assessed quality of enhancement (QE), overall image quality (IQ), and other parameters of image quality on a 5-point scale, with the highest score indicating the most desirable examination. Mixed model analysis of variance was used to compare each measure of image quality. Results: Images of BH-VIBE and GRASP had significantly higher QE and IQ values compared with IARASP for both phases (P < 0.05). The differences in QE between BH-VIBE and GRASP for the arterial and venous phases were not significant (P 9 0.05). Although GRASP had lower IQ score compared with BH-VIBE for the arterial (3.9 vs 4.8; P < 0.0001) and venous (4.2 vs 4.8; P = 0.005) phases, GRASP received IQ scores of 3 or more in all participants, which was consistent with acceptable or better diagnostic image quality. Conclusion: Contrast-enhanced multiphase liver MRI of diagnostic quality can be performed during free breathing using a combination of compressed sensing, parallel imaging, and golden-angle radial sampling.
引用
收藏
页码:10 / 16
页数:7
相关论文
共 19 条
[1]   Free-Breathing 3D T1-Weighted Gradient-Echo Sequence With Radial Data Sampling in Abdominal MRI: Preliminary Observations [J].
Azevedo, Rafael M. ;
de Campos, Rafael O. P. ;
Ramalho, Miguel ;
Heredia, Vasco ;
Dale, Brian M. ;
Semelka, Richard C. .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2011, 197 (03) :650-657
[2]   Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint [J].
Block, Kai Tobias ;
Uecker, Martin ;
Frahm, Jens .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (06) :1086-1098
[3]  
Chandarana H, 2012, P 20 ANN M ISMRM MEL
[4]   Free-Breathing Radial 3D Fat-Suppressed T1-Weighted Gradient Echo Sequence A Viable Alternative for Contrast-Enhanced Liver Imaging in Patients Unable to Suspend Respiration [J].
Chandarana, Hersh ;
Block, Tobias K. ;
Rosenkrantz, Andrew B. ;
Lim, Ruth P. ;
Kim, Danny ;
Mossa, David J. ;
Babb, James S. ;
Kiefer, Berthold ;
Lee, Vivian S. .
INVESTIGATIVE RADIOLOGY, 2011, 46 (10) :648-653
[5]   Focal hepatic lesions: Diagnostic value of enhancement pattern approach with contrast-enhanced 3D gradient-echo MR imaging [J].
Elsayes, KM ;
Narra, VR ;
Yin, YM ;
Mukundan, G ;
Lammle, M ;
Brown, JJ .
RADIOGRAPHICS, 2005, 25 (05) :1299-1320
[6]   Generalized Autocalibrating Partially Parallel Acquisitions (GRAPPA) [J].
Griswold, MA ;
Jakob, PM ;
Heidemann, RM ;
Nittka, M ;
Jellus, V ;
Wang, JM ;
Kiefer, B ;
Haase, A .
MAGNETIC RESONANCE IN MEDICINE, 2002, 47 (06) :1202-1210
[7]   Respiratory Motion-Compensated Radial Dynamic Contrast-Enhanced (DCE)-MRI of Chest and Abdominal Lesions [J].
Lin, Wei ;
Guo, Junyu ;
Rosen, Mark A. ;
Song, Hee Kwon .
MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (05) :1135-1146
[8]   Sparse MRI: The application of compressed sensing for rapid MR imaging [J].
Lustig, Michael ;
Donoho, David ;
Pauly, John M. .
MAGNETIC RESONANCE IN MEDICINE, 2007, 58 (06) :1182-1195
[9]   The effects of incomplete breath-holding on 3D MR image quality [J].
Maki, JH ;
Chenevert, TL ;
Prince, MR .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1997, 7 (06) :1132-1139
[10]   Combination of Compressed Sensing and Parallel Imaging for Highly Accelerated First-Pass Cardiac Perfusion MRI [J].
Otazo, Ricardo ;
Kim, Daniel ;
Axel, Leon ;
Sodickson, Daniel K. .
MAGNETIC RESONANCE IN MEDICINE, 2010, 64 (03) :767-776