Analysis and correction of off-resonance artifacts in echo-planar cardiac diffusion tensor imaging

被引:11
作者
van Gorkum, Robbert J. H. [1 ]
von Deuster, Constantin [1 ]
Guenthner, Christian [1 ]
Stoeck, Christian T. [1 ]
Kozerke, Sebastian [1 ,2 ]
机构
[1] Univ Zurich, Inst Biomed Engn, Gloriastr 35, CH-8092 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Gloriastr 35, CH-8092 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
cardiac diffusion tensor imaging; coil encoding; field inhomogeneity; image distortion correction; off-resonance; parallel imaging; IN-VIVO MEASUREMENT; HUMAN HEART; SPIN-ECHO; B-0; FIELD; L-CURVE; MRI; RECONSTRUCTION; REGULARIZATION; IMAGES; SENSE;
D O I
10.1002/mrm.28318
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
Purpose Cardiac diffusion tensor imaging using EPI readout is prone to image distortions in the presence of field inhomogeneities. In this work, a framework to analyze and correct image distortions in cardiac diffusion tensor imaging is presented. Methods A multi-coil reconstruction framework was implemented to enable field map-based off-resonance correction. Numerical simulations were used to examine reconstruction performance for EPI phase-encode directions blip up-down and down-up for different degrees of off-resonance gradients and varying field map resolution. The impact of coil encoding was analyzed using the g-factor and normalized RMSE. Finally, the proposed method was tested on free-breathing in vivo cardiac diffusion tensor imaging data acquired in healthy subjects at 3 Tesla. Results Depending on the local field map gradient strength and polarity and the selected phase-encode direction, field inhomogeneities lead to either local spatial compression or stretching with standard image reconstruction. Although spatial compression results in loss of image resolution upon field map-based reconstruction, spatial stretching can be recovered once multiple receive coils are utilized. Multi-coil reconstruction was found to reduce the normalized RMSE from 34.3% to 8.1% for image compression, and 33.6% to 1.8% for image stretching, with resulting average g-factors 14.7 +/- 2.9 and 1.2 +/- 0.1, respectively. In vivo, multi-coil field map-based reconstruction yielded improved alignment of angle maps with anatomical cine data. Conclusion Multi-coil, field map-based image reconstruction for echo-planar cardiac diffusion tensor imaging allows accurate image reconstruction provided that the phase-encode direction and polarity is chosen to principally align with the direction and polarity of the prominent gradients of field inhomogeneities.
引用
收藏
页码:2561 / 2576
页数:16
相关论文
共 55 条
  • [1] An integrated approach to correction for off-resonance effects and subject movement in diffusion MR imaging
    Andersson, Jesper L. R.
    Sotiropoulos, Stamatios N.
    [J]. NEUROIMAGE, 2016, 125 : 1063 - 1078
  • [2] Modeling geometric deformations in EPI time series
    Andersson, JLR
    Hutton, C
    Ashburner, J
    Turner, R
    Friston, K
    [J]. NEUROIMAGE, 2001, 13 (05) : 903 - 919
  • [3] How to correct susceptibility distortions in spin-echo echo-planar images: application to diffusion tensor imaging
    Andersson, JLR
    Skare, S
    Ashburner, J
    [J]. NEUROIMAGE, 2003, 20 (02) : 870 - 888
  • [4] MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING
    BASSER, PJ
    MATTIELLO, J
    LEBIHAN, D
    [J]. BIOPHYSICAL JOURNAL, 1994, 66 (01) : 259 - 267
  • [5] Bernstein MattA., 2004, Handbook of MRI Pulse Sequences, P702, DOI DOI 10.1016/B978-012092861-3/50023-6
  • [6] Array compression for MRI with large coil arrays
    Buehrer, Martin
    Pruessmann, Klaas P.
    Boesiger, Peter
    Kozerke, Sebastian
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (06) : 1131 - 1139
  • [7] Tikhonov regularization and the L-curve for large discrete ill-posed problems
    Calvetti, D
    Morigi, S
    Reichel, L
    Sgallari, F
    [J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2000, 123 (1-2) : 423 - 446
  • [8] Caselles V, 1999, INT J COMPUT VISION, V22, P61
  • [9] IN-VIVO MEASUREMENT OF WATER DIFFUSION IN THE HUMAN HEART
    EDELMAN, RR
    GAA, JC
    WEDEEN, VJ
    LOH, E
    HARE, JM
    PRASAD, P
    LI, W
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1994, 32 (03) : 423 - 428
  • [10] INNER VOLUME MR IMAGING - TECHNICAL CONCEPTS AND THEIR APPLICATION
    FEINBERG, DA
    HOENNINGER, JC
    CROOKS, LE
    KAUFMAN, L
    WATTS, JC
    ARAKAWA, M
    [J]. RADIOLOGY, 1985, 156 (03) : 743 - 747