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Magnetic Resonance Fingerprinting - a promising new approach to obtain standardized imaging biomarkers from MRI

机译:磁共振指纹图谱-一种从MRI获得标准化成像生物标记物的有前途的新方法

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摘要

Current routine MRI examinations rely on the acquisition of qualitative images that have a contrast “weighted” for a mixture of (magnetic) tissue properties. Recently, a novel approach was introduced, namely MR Fingerprinting (MRF) with a completely different approach to data acquisition, post-processing and visualization. Instead of using a repeated, serial acquisition of data for the characterization of individual parameters of interest, MRF uses a pseudo randomized acquisition that causes the signals from different tissues to have a unique signal evolution or ‘fingerprint’ that is simultaneously a function of the multiple material properties under investigation. The processing after acquisition involves a pattern recognition algorithm to match the fingerprints to a predefined dictionary of predicted signal evolutions. These can then be translated into quantitative maps of the magnetic parameters of interest. MR Fingerprinting (MRF) is a technique that could theoretically be applied to most traditional qualitative MRI methods and replaces them with acquisition of truly quantitative tissue measures. MRF is, thereby, expected to be much more accurate and reproducible than traditional MRI and should improve multi-center studies and significantly reduce reader bias when diagnostic imaging is performed.Key Points• MR fingerprinting (MRF) is a new approach to data acquisition, post-processing and visualization.• MRF provides highly accurate quantitative maps of T1, T2, proton density, diffusion.• MRF may offer multiparametric imaging with high reproducibility, and high potential for multicenter/ multivendor studies.
机译:当前的常规MRI检查依赖于定性图像的获取,这些图像对(磁性)组织特性的混合具有“加权”的对比度。最近,引入了一种新颖的方法,即MR指纹(MRF),它具有完全不同的数据采集,后处理和可视化方法。 MRF使用伪随机采集,而不是使用重复的串行数据采集来表征感兴趣的各个参数,而是使用伪随机采集来使来自不同组织的信号具有独特的信号演变或“指纹”,同时这是多个信号的函数研究中的材料特性。采集后的处理涉及模式识别算法,以将指纹与预测的信号演变的预定义词典进行匹配。然后可以将这些转换为感兴趣的磁参数的定量图。 MR指纹(MRF)是一种理论上可以应用于大多数传统定性MRI方法的技术,并通过获取真正定量的组织测量值来代替它们。因此,MRF有望比传统MRI更加准确和可重现,并应改善多中心研究并在进行诊断成像时显着减少读者的偏见。要点•MR指纹(MRF)是一种新的数据采集方法,后处理和可视化。•MRF提供T1,T2,质子密度,扩散的高精度定量图。•MRF可以提供具有高可重复性的多参数成像,并且对于多中心/多供应商研究具有很高的潜力。

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