Evaluation of highly accelerated simultaneous multi-slice EPI for fMRI

被引:95
作者
Chen, L.
Vu, A. T.
Xu, J.
Moeller, S.
Ugurbil, K.
Yacoub, E.
Feinberg, D. A.
机构
[1] Univ Calif Berkeley, Berkeley, CA 94720 USA
[2] Adv MRI Technol, Sebastopol, CA USA
[3] Univ Minnesota, CMRR, Minneapolis, MN USA
基金
美国国家卫生研究院;
关键词
EPI; Multiplexed EPI; Multiband; Simultaneous multi-slice; SMS; SIR; SER; BOLD; Functional imaging; fMRI; WHOLE-BRAIN; IMAGING TIME; FAST MRI; 7; TESLA; ECHO; RESOLUTION; ARRAYS; ACQUISITIONS; SENSITIVITY; EXCITATION;
D O I
10.1016/j.neuroimage.2014.10.027
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Echo planar imaging (EPI) is the MRI technique that is most widely used for blood oxygen level-dependent (BOLD) functional MRI (fMRI). Recent advances in EPI speed have been made possible with simultaneous multi-slice (SMS) methods which combine acceleration factors M from multiband (MB) radiofrequency pulses and S from simultaneous image refocusing (SIR) to acquire a total of N = S x M images in one echo train, providing up to N times speed-up in total acquisition time over conventional EPI. We evaluated accelerations as high as N = 48 using different combinations of S and M which allow for whole brain imaging in as little as 100 ms at 3 T with a 32 channel head coil. The various combinations of acceleration parameters were evaluated by tSNR as well as BOLD contrast-to-noise ratio (CNR) and information content from checkerboard and movie clips in fMRI experiments. We found that at low acceleration factors (N = 6), setting S = 1 and varying M alone yielded the best results in all evaluation metrics, while at acceleration N = 8 the results were mixed using both S = 1 and S = 2 sequences. At higher acceleration factors (N N 8), using S = 2 yielded maximal BOLD CNR and information content as measured by classification of movie clip frames. Importantly, we found significantly greater BOLD information content using relatively fast TRs in the range of 300 ms-600ms compared to a TR of 2 s, suggesting that faster TRs capture more information per unit time in task based fMRI. (C) 2014 Published by Elsevier Inc.
引用
收藏
页码:452 / 459
页数:8
相关论文
共 39 条
[1]   Transmit and receive transmission line arrays for 7 tesla parallel imaging [J].
Adriany, G ;
Van de Moortele, PF ;
Wiesinger, F ;
Moeller, S ;
Strupp, JP ;
Andersen, P ;
Snyder, C ;
Zhang, XL ;
Chen, W ;
Pruessmann, KP ;
Boesiger, P ;
Vaughan, T ;
Ugurbil, K .
MAGNETIC RESONANCE IN MEDICINE, 2005, 53 (02) :434-445
[2]   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
[3]   Interslice Leakage Artifact Reduction Technique for Simultaneous Multislice Acquisitions [J].
Cauley, Stephen F. ;
Polimeni, Jonathan R. ;
Bhat, Himanshu ;
Wald, Lawrence L. ;
Setsompop, Kawin .
MAGNETIC RESONANCE IN MEDICINE, 2014, 72 (01) :93-102
[4]   Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex [J].
Cox, DD ;
Savoy, RL .
NEUROIMAGE, 2003, 19 (02) :261-270
[5]   HALVING MR IMAGING TIME BY CONJUGATION - DEMONSTRATION AT 3.5 KG [J].
FEINBERG, DA ;
HALE, JD ;
WATTS, JC ;
KAUFMAN, L ;
MARK, A .
RADIOLOGY, 1986, 161 (02) :527-531
[6]   Simultaneous echo refocusing in EPI [J].
Feinberg, DA ;
Reese, TG ;
Wedeen, VJ .
MAGNETIC RESONANCE IN MEDICINE, 2002, 48 (01) :1-5
[7]   HIGH-RESOLUTION GRASE MRI OF THE BRAIN AND SPINE - 512-MATRIX AND 1024-MATRIX IMAGING [J].
FEINBERG, DA ;
KIEFER, B ;
LITT, AW .
JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 1995, 19 (01) :1-7
[8]   Ultra-fast MRI of the human brain with simultaneous multi-slice imaging [J].
Feinberg, David A. ;
Setsompop, Kawin .
JOURNAL OF MAGNETIC RESONANCE, 2013, 229 :90-100
[9]   Multiplexed Echo Planar Imaging for Sub-Second Whole Brain FMRI and Fast Diffusion Imaging [J].
Feinberg, David A. ;
Moeller, Steen ;
Smith, Stephen M. ;
Auerbach, Edward ;
Ramanna, Sudhir ;
Glasser, Matt F. ;
Miller, Karla L. ;
Ugurbil, Kamil ;
Yacoub, Essa .
PLOS ONE, 2010, 5 (12)
[10]   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