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Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance.

Publication ,  Conference
Helmer, KG; Chou, M-C; Preciado, RI; Gimi, B; Rollins, NK; Song, A; Turner, J; Mori, S
Published in: Proc SPIE Int Soc Opt Eng
February 27, 2016

MRI-based multi-site trials now routinely include some form of diffusion-weighted imaging (DWI) in their protocol. These studies can include data originating from scanners built by different vendors, each with their own set of unique protocol restrictions, including restrictions on the number of available gradient directions, whether an externally-generated list of gradient directions can be used, and restrictions on the echo time (TE). One challenge of multi-site studies is to create a common imaging protocol that will result in a reliable and accurate set of diffusion metrics. The present study describes the effect of site, scanner vendor, field strength, and TE on two common metrics: the first moment of the diffusion tensor field (mean diffusivity, MD), and the fractional anisotropy (FA). We have shown in earlier work that ROI metrics and the mean of MD and FA histograms are not sufficiently sensitive for use in site characterization. Here we use the distance between whole brain histograms of FA and MD to investigate within- and between-site effects. We concluded that the variability of DTI metrics due to site, vendor, field strength, and echo time could influence the results in multi-center trials and that histogram distance is sensitive metrics for each of these variables.

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Published In

Proc SPIE Int Soc Opt Eng

DOI

ISSN

0277-786X

Publication Date

February 27, 2016

Volume

9788

Location

United States

Related Subject Headings

  • 5102 Atomic, molecular and optical physics
  • 4009 Electronics, sensors and digital hardware
  • 4006 Communications engineering
 

Citation

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Helmer, K. G., Chou, M.-C., Preciado, R. I., Gimi, B., Rollins, N. K., Song, A., … Mori, S. (2016). Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance. In Proc SPIE Int Soc Opt Eng (Vol. 9788). United States. https://doi.org/10.1117/12.2217449
Helmer, K. G., M. -. C. Chou, R. I. Preciado, B. Gimi, N. K. Rollins, A. Song, J. Turner, and S. Mori. “Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance.” In Proc SPIE Int Soc Opt Eng, Vol. 9788, 2016. https://doi.org/10.1117/12.2217449.
Helmer KG, Chou M-C, Preciado RI, Gimi B, Rollins NK, Song A, et al. Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance. In: Proc SPIE Int Soc Opt Eng. 2016.
Helmer, K. G., et al. “Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance.Proc SPIE Int Soc Opt Eng, vol. 9788, 2016. Pubmed, doi:10.1117/12.2217449.
Helmer KG, Chou M-C, Preciado RI, Gimi B, Rollins NK, Song A, Turner J, Mori S. Multi-site Study of Diffusion Metric Variability: Characterizing the Effects of Site, Vendor, Field Strength, and Echo Time using the Histogram Distance. Proc SPIE Int Soc Opt Eng. 2016.

Published In

Proc SPIE Int Soc Opt Eng

DOI

ISSN

0277-786X

Publication Date

February 27, 2016

Volume

9788

Location

United States

Related Subject Headings

  • 5102 Atomic, molecular and optical physics
  • 4009 Electronics, sensors and digital hardware
  • 4006 Communications engineering