Pulseq-CEST库:定义准备和模拟,示例数据,和示例评估。

IF 2 4区 医学 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Alexander Liebeskind, Jan Rüdiger Schüre, Moritz Simon Fabian, Simon Weinmüller, Patrick Schünke, Vladimir Golkov, Daniel Cremers, Moritz Zaiss
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引用次数: 0

摘要

目的:尽管普遍使用化学交换饱和转移(CEST) MRI,标准化仍然难以捉摸。成像在很大程度上取决于决定射频(RF)事件、梯度和表观扩散系数(ADC)的参数。我们介绍了Pulseq-CEST库,这是一个CEST准备和模拟定义的存储库,包括示例数据和评估,它为可重复研究、快速原型设计和计算机深度学习训练数据生成提供了一个共同的基础。材料和方法:Pulseq-CEST实验需要(i) CEST制备序列,(ii) Bloch-McConnell参数集,(iii) Bloch-McConnell模拟,以及(iv)评估脚本。Pulseq-CEST利用Bloch-McConnell方程来模拟体外和体内条件。使用该模型,候选序列或环境可以在改变其他输入时保持不变,从而实现健壮的测试。结果:通过五管模拟和模拟环境,比较了酰胺质子转移加权(APTw)和水转移和B1 (WASABI)方案的数据。真实和模拟数据与预期的光谱形状和局部峰特征相匹配。Pulseq-CEST库支持使用常见序列和环境进行类似实验,以评估新的协议和样本数据。讨论:Pulseq-CEST库为CEST序列的标准化和原型化提供了一个灵活的机制,促进了协作开发。随着扩展的能力,包括新序列和环境的开源结合,该库加速了新的CEST和其他饱和转移方法的发明和传播,如中继NOEs (rNOEs)和半固体磁化转移对比(MTC)方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Pulseq-CEST Library: definition of preparations and simulations, example data, and example evaluations.

Objectives: Despite prevalent use of chemical exchange saturation transfer (CEST) MRI, standardization remains elusive. Imaging depends heavily on parameters dictating radiofrequency (RF) events, gradients, and apparent diffusion coefficient (ADC). We present the Pulseq-CEST Library, a repository of CEST preparation and simulation definitions, including example data and evaluations, that provides a common basis for reproducible research, rapid prototyping, and in silico deep learning training data generation.

Materials and methods: A Pulseq-CEST experiment requires (i) a CEST preparation sequence, (ii) a Bloch-McConnell parameter set, (iii) a Bloch-McConnell simulation, and (iv) an evaluation script. Pulseq-CEST utilizes the Bloch-McConnell equations to model in vitro and in vivo conditions. Using this model, a candidate sequence or environment can be held constant while varying other inputs, enabling robust testing.

Results: Data were compared for amide proton transfer weighted (APTw) and water shift and B1 (WASABI) protocols using a five-tube phantom and simulated environments. Real and simulated data matched anticipated spectral shapes and local peak characteristics. The Pulseq-CEST Library supports similar experiments with common sequences and environments to assess new protocols and sample data.

Discussion: The Pulseq-CEST Library provides a flexible mechanism for standardizing and prototyping CEST sequences, facilitating collaborative development. With the capability for expansion, including open-source incorporation of new sequences and environments, the library accelerates the invention and spread of novel CEST and other saturation transfer approaches, such as relayed NOEs (rNOEs) and semisolid magnetization transfer contrast (MTC) methods.

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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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