Signal-to-noise ratio of diffusion weighted magnetic resonance imaging: Estimation methods and in vivo application to spinal cord

被引:8
|
作者
Griffanti, Ludovica [1 ,2 ]
Baglio, Francesca [1 ]
Preti, Maria Giulia [1 ,2 ]
Cecconi, Pietro [3 ]
Rovaris, Marco [4 ]
Baselli, Giuseppe [2 ]
Lagana, Maria Marcella [1 ]
机构
[1] Fdn Don Carlo Gnocchi ONLUS, MR Res Lab, I-20148 Milan, Italy
[2] Politecn Milan, Dept Bioengn, I-20133 Milan, Italy
[3] Fdn Don Carlo Gnocchi ONLUS, Dept Radiol, I-20148 Milan, Italy
[4] Fdn Don Carlo Gnocchi ONLUS, Multiple Sclerosis Unit, I-20148 Milan, Italy
关键词
Signal-to-noise-ratio; Diffusion tensor imaging; Sequence optimization; Spinal cord; TENSOR TRACTOGRAPHY; MULTIPLE-SCLEROSIS; FRACTIONAL ANISOTROPY; MEAN DIFFUSIVITY; CERVICAL CORD; FIBER TRACTOGRAPHY; PYRAMIDAL TRACT; TRACKING; MS; DTI;
D O I
10.1016/j.bspc.2011.06.003
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Diffusion tensor imaging (DTI) and tractographic reconstruction may be applied for in vivo clinical spinal cord studies. However, this structure represents a challenge to current acquisition and reconstruction strategies, due to its small size, motion artifacts, partial volume effects and low signal-to-noise-ratio (SNR). Aims of this work were to select the best approach for the estimate of SNR and to use it for spinal cord diffusion weighted (DW) sequence optimization. Seven methods for the estimate of SNR were compared on uniform phantom DW images, and the best performing approach (single ROI for signal and noise, difference of images-SNRdiff) was applied for the following in vivo sequence evaluations. Fifteen sequences with different parameters (voxel size, repetition (TR) and echo (TE) times) were compared according to SNR, resolution, fractional anisotropy (FA) and tractography performances on three healthy volunteers. In vivo optimization of DW sequences resulted in: axial sequence, with voxel size = 1.5 mm x 1.5 mm x 3.5 mm, TR = 3200 ms and TE = 89 ms, sagittal sequence with voxel size = 2.2 mm x 2.2 mm x 2 mm, TR = 3000 ms and TE = 84 ms. An objective method tested on phantom and a practical index for in vivo spinal cord DTI SNR estimation allowed to obtain axial and sagittal optimized sequences, providing excellent tractographic results, with acceptable acquisition times for in vivo clinical applications. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:285 / 294
页数:10
相关论文
共 50 条
  • [31] AN UNBIASED SIGNAL-TO-NOISE RATIO MEASURE FOR MAGNETIC-RESONANCE IMAGES
    MCGIBNEY, G
    SMITH, MR
    MEDICAL PHYSICS, 1993, 20 (04) : 1077 - 1078
  • [32] Signal-to-Noise Ratio Estimation in Passive Correlation-Based Imaging
    Garnier, Josselin
    Papanicolaou, George
    Semin, Adrien
    Tsogka, Chrysoula
    SIAM JOURNAL ON IMAGING SCIENCES, 2013, 6 (02): : 1092 - 1110
  • [33] Optimization of signal-to-noise ratio in the in vivo 31P magnetic resonance spectra of the human brain
    Manzhurtsev, A. V.
    Semenova, N. A.
    Akhadov, T. A.
    Bozhko, O. V.
    Varfolomeev, S. D.
    RUSSIAN CHEMICAL BULLETIN, 2018, 67 (04) : 647 - 654
  • [34] Optimization of signal-to-noise ratio in the in vivo31P magnetic resonance spectra of the human brain
    A. V. Manzhurtsev
    N. A. Semenova
    T. A. Akhadov
    O. V. Bozhko
    S. D. Varfolomeev
    Russian Chemical Bulletin, 2018, 67 : 647 - 654
  • [35] g-Ratio weighted imaging of the human spinal cord in vivo
    Duval, T.
    Levy, S.
    Stikov, N.
    Campbell, J.
    Mezer, A.
    Witzel, T.
    Keil, B.
    Smith, V.
    Wald, L. L.
    Klawiter, E.
    Cohen-Adad, J.
    NEUROIMAGE, 2017, 145 : 11 - 23
  • [36] Diffusion Weighted Magnetic Resonance Imaging of Spinal Cord Injuries After Instrumented Fusion Stabilization
    Koch, Kevin M.
    Nencka, Andrew S.
    Kurpad, Shekar
    Budde, Matthew D.
    JOURNAL OF NEUROTRAUMA, 2024, 41 (17-18) : 2125 - 2132
  • [37] Diffusion imaging of the spinal cord in vivo: Estimation of the principal diffusivities and application to multiple sclerosis
    Clark, CA
    Werring, DJ
    Miller, DH
    MAGNETIC RESONANCE IN MEDICINE, 2000, 43 (01) : 133 - 138
  • [38] Signal-to-noise ratio (SNR) as a measure of reproducibility: Design, estimation, and application
    Elkum N.
    Shoukri M.M.
    Health Services and Outcomes Research Methodology, 2008, 8 (3) : 119 - 133
  • [39] Signal-to-noise ratio, contrast-to-noise ratio and pharmacokinetic modeling considerations in dynamic contrast-enhanced magnetic resonance imaging
    Li, Xin
    Huang, Wei
    Rooney, William D.
    MAGNETIC RESONANCE IMAGING, 2012, 30 (09) : 1313 - 1322
  • [40] Magnetic resonance imaging and diffusion-weighted imaging findings in posterior spinal cord infarction: Case report
    Yamamoto, Norio
    Miyagi, Ryo
    Sakai, Toshinori
    Morimoto, Kuniaki
    Henmi, Tatsuhiko
    Sairyo, Koichi
    JOURNAL OF ORTHOPAEDIC SCIENCE, 2017, 22 (06) : 1151 - 1154