基于Pulseq框架的自动化、开源、独立于供应商的质量保证协议。

IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Qingping Chen, Niklas Wehkamp, Cai Wan, Patrick Hucker, Martin Büchert, Sebastian Littin, Jon-Fredrik Nielsen, Maxim Zaitsev
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引用次数: 0

摘要

目的:一致的图像质量和信号稳定性对于神经成像至关重要,特别是依赖于检测小BOLD信号变化的fMRI研究。定期监测磁共振系统的性能是必要的,特别是纵向和多地点的研究。这项工作旨在建立一个强大的质量保证(QA)协议,以增强不同日期、扫描仪版本、供应商和站点之间的数据可比性。材料和方法:我们实施了一个开源的、独立于供应商的QA协议,使用Pulseq进行标准化的数据采集,使用ISMRMRD/Gadgetron进行协调的图像重建,并伴随着一个自动化的后处理管道来评估结构和时间图像质量。该协议在三个不同软件版本的西门子3T扫描仪上进行了彻底的测试,在一个站点,一个GE 3T扫描仪在另一个站点。在fBIRN模型上重复试验至少4天。结果:独立于供应商的协议产生的图像质量与密切匹配的基于供应商的协议相当。它在西门子扫描仪上显示出与基于供应商的协议相似的日常可重复性,在GE扫描仪上显示出高的日间可重复性。结论:我们成功地开发并实现了一个开源的、独立于供应商的QA协议,并附带了一个自动化的后处理管道。结果证明了该协议在不同日期、不同系统版本、不同供应商和不同站点之间的可行性和可重复性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated, open-source, vendor-independent quality assurance protocol based on the Pulseq framework.

Objectives: Consistent image quality and signal stability are crucial for neuroimaging, particularly fMRI studies that rely on detecting small BOLD signal changes. Regular MR system performance monitoring is essential, especially for longitudinal and multi-site studies. This work aims to establish a robust quality assurance (QA) protocol to enhance data comparability across days, scanner versions, vendors, and sites.

Materials and methods: We implemented an open-source, vendor-independent QA protocol using Pulseq for standardized data acquisition and ISMRMRD/Gadgetron for harmonized image reconstruction, accompanied by an automated post-processing pipeline to evaluate structural and temporal image quality. The protocol was thoroughly tested on three Siemens 3T scanners with different software versions at one site, and one GE 3T scanner at another site. The test was repeated on an fBIRN phantom for at least 4 days.

Results: The vendor-independent protocol produced image quality comparable to a closely matched vendor-based protocol. It showed similar day-to-day repeatability to the vendor-based protocol across the Siemens scanners and high inter-day repeatability on the GE scanner.

Conclusion: We successfully developed and implemented an open-source, vendor-independent QA protocol, accompanied by an automated post-processing pipeline. The results demonstrate the feasibility and repeatability of the protocol across different days, system versions, vendors, and sites.

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来源期刊
CiteScore
4.60
自引率
0.00%
发文量
58
审稿时长
>12 weeks
期刊介绍: MAGMA is a multidisciplinary international journal devoted to the publication of articles on all aspects of magnetic resonance techniques and their applications in medicine and biology. MAGMA currently publishes research papers, reviews, letters to the editor, and commentaries, six times a year. The subject areas covered by MAGMA include: advances in materials, hardware and software in magnetic resonance technology, new developments and results in research and practical applications of magnetic resonance imaging and spectroscopy related to biology and medicine, study of animal models and intact cells using magnetic resonance, reports of clinical trials on humans and clinical validation of magnetic resonance protocols.
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