Improving diffusion MRI using simultaneous multi-slice echo planar imaging

被引:284
作者
Setsompop, K. [1 ,2 ]
Cohen-Adad, J. [1 ,2 ]
Gagoski, B. A. [3 ]
Raij, T. [1 ,2 ]
Yendiki, A. [1 ,2 ]
Keil, B. [1 ,2 ]
Wedeen, V. J. [1 ,2 ]
Wald, L. L. [1 ,2 ]
机构
[1] Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Dept Radiol, Charlestown, MA 02129 USA
[2] Harvard Univ, Sch Med, Boston, MA USA
[3] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
关键词
Diffusion MRI; Simultaneous multi-slice; CAIPIRINHA; Parallel imaging; SPIN-ECHO; SELECTIVE EXCITATION; FIBER ORIENTATION; TENSOR MRI; IMAGES; GRADIENT; EPI; RECONSTRUCTIONS; ARRAYS; SIGNAL;
D O I
10.1016/j.neuroimage.2012.06.033
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In diffusion MRI, simultaneous multi-slice single-shot EPI acquisitions have the potential to increase the number of diffusion directions obtained per unit time, allowing more diffusion encoding in high angular resolution diffusion imaging (HARDI) acquisitions. Nonetheless, unaliasing simultaneously acquired, closely spaced slices with parallel imaging methods can be difficult, leading to high g-factor penalties (i.e., lower SNR). The CAIPIRINHA technique was developed to reduce the g-factor in simultaneous multi-slice acquisitions by introducing interslice image shifts and thus increase the distance between aliased voxels. Because the CAIPIRINHA technique achieved this by controlling the phase of the RF excitations for each line of k-space, it is not directly applicable to single-shot EPI employed in conventional diffusion imaging. We adopt a recent gradient encoding method, which we termed "blipped-CAIPI", to create the image shifts needed to apply CAIPIRINHA to EPI. Here, we use pseudo-multiple replica SNR and bootstrapping metrics to assess the performance of the blipped-CAIPI method in 3 x simultaneous multi-slice diffusion studies. Further, we introduce a novel image reconstruction method to reduce detrimental ghosting artifacts in these acquisitions. We show that data acquisition times for Q-ball and diffusion spectrum imaging (DSI) can be reduced 3-fold with a minor loss in SNR and with similar diffusion results compared to conventional acquisitions. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:569 / 580
页数:12
相关论文
共 46 条
[1]   How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging [J].
Andersson, JLR ;
Skare, S ;
Ashburner, J .
NEUROIMAGE, 2003, 20 (02) :870-888
[2]   ESTIMATION OF THE EFFECTIVE SELF-DIFFUSION TENSOR FROM THE NMR SPIN-ECHO [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1994, 103 (03) :247-254
[3]   Accelerated volumetric MRI with a SENSE/GRAPPA combination [J].
Blaimer, Martin ;
Breuer, Felix A. ;
Seiberlich, Nicole ;
Mueller, Matthias F. ;
Heidemann, Robin M. ;
Jellus, Vladimir ;
Wiggins, Graham ;
Wald, Lawrence L. ;
Griswold, Mark A. ;
Jakob, Peter M. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2006, 24 (02) :444-450
[4]   Eddy current correction in diffusion-weighted imaging using pairs of images acquired with opposite diffusion gradient polarity [J].
Bodammer, N ;
Kaufmann, J ;
Kanowski, M ;
Tempelmann, C .
MAGNETIC RESONANCE IN MEDICINE, 2004, 51 (01) :188-193
[5]   Comparison of reconstruction accuracy and efficiency among autocalibrating data-driven parallel imaging methods [J].
Brau, Anja C. S. ;
Beatty, Philip J. ;
Skare, Stefan ;
Bammer, Roland .
MAGNETIC RESONANCE IN MEDICINE, 2008, 59 (02) :382-395
[6]   Controlled aliasing in parallel imaging results in higher acceleration (CAIPIRINHA) for multi-slice imaging [J].
Breuer, FA ;
Blaimer, M ;
Heidemann, RM ;
Mueller, MF ;
Griswold, MA ;
Jakob, PM .
MAGNETIC RESONANCE IN MEDICINE, 2005, 53 (03) :684-691
[7]   General Formulation for Quantitative G-factor Calculation in GRAPPA Reconstructions [J].
Breuer, Felix A. ;
Kannengiesser, Stephan A. R. ;
Blaimer, Martin ;
Seiberlich, Nicole ;
Jakob, Peter M. ;
Griswold, Mark A. .
MAGNETIC RESONANCE IN MEDICINE, 2009, 62 (03) :739-746
[8]   Quality Assessment of High Angular Resolution Diffusion Imaging Data Using Bootstrap on Q-Ball Reconstruction [J].
Cohen-Adad, Julien ;
Descoteaux, Maxime ;
Wald, Lawrence L. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2011, 33 (05) :1194-1208
[9]   VARIABLE-RATE SELECTIVE EXCITATION [J].
CONOLLY, S ;
NISHIMURA, D ;
MACOVSKI, A ;
GLOVER, G .
JOURNAL OF MAGNETIC RESONANCE, 1988, 78 (03) :440-458
[10]   Signal-to-noise measurements in magnitude images from NMR phased arrays [J].
Constantinides, CD ;
Atalar, E ;
McVeigh, ER .
MAGNETIC RESONANCE IN MEDICINE, 1997, 38 (05) :852-857