Influence of preprocessing, distortion correction and cardiac triggering on the quality of diffusion MR images of spinal cord

被引:0
作者
Schilling, Kurt G. [1 ,2 ]
Combes, Anna J. E. [1 ,2 ]
Ramadass, Karthik [3 ,4 ]
Rheault, Francois [5 ]
Sweeney, Grace [2 ]
Prock, Logan [2 ]
Sriram, Subramaniam [6 ]
Cohen-Adad, Julien [7 ,8 ,9 ,10 ]
Gore, John C. [1 ,2 ,11 ]
Landman, Bennett A. [1 ,2 ,3 ,4 ]
Smith, Seth A. [1 ,2 ,11 ]
O'Grady, Kristin P. [2 ]
机构
[1] Vanderbilt Univ, Med Ctr, Dept Radiol & Radiol Sci, Nashville, TN 37232 USA
[2] Vanderbilt Univ, Med Ctr, Inst Imaging Sci, Nashville, TN USA
[3] Vanderbilt Univ, Dept Elect & Comp Engn, Nashville, TN USA
[4] Vanderbilt Univ, Dept Comp Sci, Nashville, TN USA
[5] Univ Sherbrooke, Dept Comp Sci, Med Imaging & Neuroinformat MINi Lab, Sherbrooke, PQ, Canada
[6] Vanderbilt Univ, Med Ctr, Dept Neurol, Nashville, TN USA
[7] Polytech Montreal, NeuroPoly Lab, Inst Biomed Engn, Montreal, PQ, Canada
[8] Univ Montreal, Funct Neuroimaging Unit, CRIUGM, Montreal, PQ, Canada
[9] Mila Quebec AI Inst, Montreal, PQ, Canada
[10] Univ Montreal, Ctr Rech CHU Sainte Justine, Montreal, PQ, Canada
[11] Vanderbilt Univ, Dept Biomed Engn, Nashville, TN USA
关键词
Spinal cord; Diffusion MRI; Distortion correction; Triggering; ECHO-PLANAR IMAGES; IMAGING FEATURES; B-0; FIELD; MOTION; REPRODUCIBILITY; REGISTRATION; RESPIRATION; DISPERSION; SCHEMES;
D O I
10.1016/j.mri.2024.01.008
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
Diffusion MRI of the spinal cord (SC) is susceptible to geometric distortion caused by field inhomogeneities, and prone to misalignment across time series and signal dropout caused by biological motion. Several modifications of image acquisition and image processing techniques have been introduced to overcome these artifacts, but their specific benefits are largely unproven and warrant further investigations. We aim to evaluate two specific aspects of image acquisition and processing that address image quality in diffusion studies of the spinal cord: susceptibility corrections to reduce geometric distortions, and cardiac triggering to minimize motion artifacts. First, we evaluate 4 distortion preprocessing strategies on 7 datasets of the cervical and lumbar SC and find that while distortion correction techniques increase geometric similarity to structural images, they are largely driven by the high-contrast cerebrospinal fluid, and do not consistently improve the geometry within the cord nor improve white -to -gray matter contrast. We recommend at a minimum to perform bulk -motion correction in preprocessing and posit that improvements/adaptations are needed for spinal cord distortion preprocessing algorithms, which are currently optimized and designed for brain imaging. Second, we design experiments to evaluate the impact of removing cardiac triggering. We show that when triggering is foregone, images are qualitatively similar to triggered sequences, do not have increased prevalence of artifacts, and result in similar diffusion tensor indices with similar reproducibility to triggered acquisitions. When triggering is removed, much shorter acquisitions are possible, which are also qualitatively and quantitatively similar to triggered sequences. We suggest that removing cardiac triggering for cervical SC diffusion can be a reasonable option to save time with minimal sacrifice to image quality.
引用
收藏
页码:11 / 21
页数:11
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