Reduced cross-scanner variability using vendor-agnostic sequences for single-shell diffusion MRI

To reduce the inter-scanner variability of diffusion MRI (dMRI) measures between scanners from different vendors by developing a vendor-neutral dMRI pulse sequence using the open-source vendor-agnostic Pulseq platform. We implemented a standard EPI based dMRI sequence in Pulseq. We tested it on two...

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Veröffentlicht in:Magnetic resonance in medicine 2024-07, Vol.92 (1), p.246-256
Hauptverfasser: Liu, Qiang, Ning, Lipeng, Shaik, Imam Ahmed, Liao, Congyu, Gagoski, Borjan, Bilgic, Berkin, Grissom, William, Nielsen, Jon-Fredrik, Zaitsev, Maxim, Rathi, Yogesh
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container_end_page 256
container_issue 1
container_start_page 246
container_title Magnetic resonance in medicine
container_volume 92
creator Liu, Qiang
Ning, Lipeng
Shaik, Imam Ahmed
Liao, Congyu
Gagoski, Borjan
Bilgic, Berkin
Grissom, William
Nielsen, Jon-Fredrik
Zaitsev, Maxim
Rathi, Yogesh
description To reduce the inter-scanner variability of diffusion MRI (dMRI) measures between scanners from different vendors by developing a vendor-neutral dMRI pulse sequence using the open-source vendor-agnostic Pulseq platform. We implemented a standard EPI based dMRI sequence in Pulseq. We tested it on two clinical scanners from different vendors (Siemens Prisma and GE Premier), systematically evaluating and comparing the within- and inter-scanner variability across the vendors, using both the vendor-provided and Pulseq dMRI sequences. Assessments covered both a diffusion phantom and three human subjects, using standard error (SE) and Lin's concordance correlation to measure the repeatability and reproducibility of standard DTI metrics including fractional anisotropy (FA) and mean diffusivity (MD). Identical dMRI sequences were executed on both scanners using Pulseq. On the phantom, the Pulseq sequence showed more than a 2.5× reduction in SE (variability) across Siemens and GE scanners. Furthermore, Pulseq sequences exhibited markedly reduced SE in-vivo, maintaining scan-rescan repeatability while delivering lower variability in FA and MD (more than 50% reduction in cortical/subcortical regions) compared to vendor-provided sequences. The Pulseq diffusion sequence reduces the cross-scanner variability for both phantom and in-vivo data, which will benefit multi-center neuroimaging studies and improve the reproducibility of neuroimaging studies.
doi_str_mv 10.1002/mrm.30062
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subjects Anisotropy
Magnetic resonance imaging
Medical imaging
Neuroimaging
Reproducibility
Scanners
Standard error
Variability
title Reduced cross-scanner variability using vendor-agnostic sequences for single-shell diffusion MRI
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