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Concepts in Magnetic Resonance Part A最新文献

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L1, Lp, L2, and elastic net penalties for regularization of Gaussian component distributions in magnetic resonance relaxometry 磁共振弛豫测量中高斯分量分布正则化的L1, Lp, L2和弹性网惩罚
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-09-16 DOI: 10.1002/cmr.a.21427
Christiana Sabett, Ariel Hafftka, Kyle Sexton, Richard G. Spencer

Determination of the distribution of magnetic resonance (MR) transverse relaxation times is emerging as an important method for materials characterization, including assessment of tissue pathology in biomedicine. These distributions are obtained from the inverse Laplace transform (ILT) of multiexponential decay data. Stabilization of this classically ill-posed problem is most commonly attempted using Tikhonov regularization with an L2 penalty term. However, with the availability of convex optimization algorithms and recognition of the importance of sparsity in model reconstruction, there has been increasing interest in alternative penalties. The L1 penalty enforces a greater degree of sparsity than L2, and so may be suitable for highly localized relaxation time distributions. In addition, Lp penalties, 1 < < 2, and the elastic net (EN) penalty, defined as a linear combination of L1 and L2 penalties, may be appropriate for distributions consisting of both narrow and broad components. We evaluate the L1, L2, Lp, and EN penalties for model relaxation time distributions consisting of two Gaussian peaks. For distributions with narrow Gaussian peaks, the L1 penalty works well to maintain sparsity and promote resolution, while the conventional L2 penalty performs best for distributions with broader peaks. Finally, the Lp and EN penalties do in fact outperform the L1 and L2 penalties for distributions with components of unequal widths. These findings serve as indicators of appropriate regularization in the typical situation in which the experimentalist has a priori knowledge of the general characteristics of the underlying relaxation time distribution. Our findings can be applied to both the recovery of T2 distributions from spin echo decay data as well as distributions of other MR parameters, such as apparent diffusion constant, from their multiexponential decay signals.

磁共振(MR)横向弛豫时间分布的测定正在成为材料表征的重要方法,包括生物医学中组织病理学的评估。这些分布由多指数衰减数据的拉普拉斯逆变换(ILT)得到。这种经典不适定问题的镇定最常用的方法是使用带L2惩罚项的Tikhonov正则化。然而,随着凸优化算法的可用性和对稀疏性在模型重建中的重要性的认识,人们对替代惩罚的兴趣越来越大。L1惩罚比L2强制更大程度的稀疏性,因此可能适用于高度局域化的松弛时间分布。此外,处罚Lp, 1 <p & lt;2、弹性网(EN)惩罚,定义为L1和L2惩罚的线性组合,可能适用于由窄分量和宽分量组成的分布。我们评估了由两个高斯峰组成的模型松弛时间分布的L1、L2、Lp和EN惩罚。对于具有窄高斯峰的分布,L1惩罚可以很好地保持稀疏性并提高分辨率,而传统的L2惩罚对于具有宽峰的分布效果最好。最后,对于组件宽度不等的分布,Lp和EN惩罚实际上优于L1和L2惩罚。这些发现可以作为典型情况下适当正则化的指标,在这种情况下,实验者对潜在的松弛时间分布的一般特征有先验知识。我们的发现既可以应用于从自旋回波衰减数据中恢复T2分布,也可以应用于从其多指数衰减信号中恢复其他MR参数的分布,如表观扩散常数。
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引用次数: 14
Variational Bayesian analysis of nonuniformly sampled NMR data 非均匀采样核磁共振数据的变分贝叶斯分析
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-09-16 DOI: 10.1002/cmr.a.21428
Bradley Worley

Nonuniform sampling (NUS) offers NMR spectroscopists a means of accelerating data collection and increasing spectral quality in multidimensional (nD) experiments. The data from NUS experiments are incomplete by design, and must be reconstructed prior to use. While most existing reconstruction techniques compute point estimates of the true signal, Bayesian statistics offers a means of estimating posterior distributions over the signal, which enable more rigorous quantitation and uncertainty estimation. In this article, we describe the variational approach to approximating Bayesian posterior distributions, and illustrate how it can be applied to extend existing results from Bayesian spectrum analysis and compressed sensing. The new NUS reconstruction algorithms resulting from variational Bayes are computationally efficient, and offer new insights into the concepts of spectral sparsity and optimal sampling in NMR experiments.

非均匀采样(NUS)为核磁共振波谱学家提供了一种加速数据收集和提高多维(nD)实验光谱质量的手段。NUS实验的数据是不完整的,必须在使用前重建。虽然大多数现有的重建技术计算真实信号的点估计,贝叶斯统计提供了一种估计信号后验分布的方法,这使得更严格的量化和不确定性估计成为可能。在本文中,我们描述了近似贝叶斯后验分布的变分方法,并说明了如何将其应用于扩展贝叶斯频谱分析和压缩感知的现有结果。由变分贝叶斯产生的新的NUS重建算法具有计算效率,并为谱稀疏性和核磁共振实验中最佳采样的概念提供了新的见解。
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引用次数: 0
Advances in alternative sampling and processing 替代取样和处理的进展
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-09-16 DOI: 10.1002/cmr.a.21458
David Rovnyak, Adam D. Schuyler
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引用次数: 2
Conservation of energy, density of states, and spin lattice relaxation 能量守恒,态密度和自旋晶格弛豫
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-07-15 DOI: 10.1002/cmr.a.21457
Navin Khaneja

The starting point of all NMR experiments is a spin polarization which develops when we place the sample in static magnetic field B0. There are excess of spins aligned along B0 (spin up with lower energy) than spins aligned opposite (spin down with higher energy) to the field B0. A natural question is what is the source of this excess spin polarization because relaxation mechanisms can flip a up spin to a down spin and vice-versa. The answer lies in the density of states. When a molecule with spin down flips to spin up it loses energy. This energy goes into increasing the kinetic energy of the molecule in the gas/solution phase. At this increased kinetic energy, there are more rotational-translational states accessible to the molecule than at lower energy. This increases the probability the molecule will spend in spin up state (higher kinetic energy state). This is the source of excess polarization. In this article, we use an argument based on equipartition of energy to explicitly count the excess states that become accessible to the molecule when its spin is flipped from down to up. Using this counting, we derive the familiar Boltzmann distribution of the ratio of up vs down spins. Although prima facie, there is nothing new in this article, we find the mode counting argument for excess states interesting. Furthermore, the article stresses the fact that spin polarization arises from higher density of states at increased kinetic energy of molecules.

所有核磁共振实验的起点都是自旋极化,当我们将样品置于静态磁场B0中时,自旋极化就会产生。沿着B0方向(向上旋转,能量较低)的自旋多于与B0方向相反(向下旋转,能量较高)的自旋。一个自然的问题是,这种过度自旋极化的来源是什么,因为弛豫机制可以将向上自旋翻转为向下自旋,反之亦然。答案在于状态的密度。当一个自旋向下的分子翻转为自旋向上时,它会失去能量。这个能量增加了分子在气/溶液中的动能。在这个增加的动能下,分子比在低能量下有更多的旋转平动态。这增加了分子处于自旋向上状态(更高的动能状态)的可能性。这就是过度极化的来源。在本文中,我们使用基于能量均分的论证来明确地计算分子自旋从下向上翻转时可以进入的多余状态。利用这种计数,我们推导出熟悉的上下自旋之比的玻尔兹曼分布。虽然从表面上看,本文没有什么新内容,但我们发现多余状态的模态计数论证很有趣。此外,文章还强调了自旋极化是由于分子动能增加时态密度增大而产生的。
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引用次数: 0
NMR Concepts 核磁共振的概念
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-06-26 DOI: 10.1002/cmr.a.21436
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引用次数: 0
DVD Review DVD的评论
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-06-26 DOI: 10.1002/cmr.a.21368
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引用次数: 0
Steady-state free precession signals of arbitrary dephasing order and their sensitivity to T2∗ 任意减相阶的稳态自由进动信号及其对T2 *的敏感性
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-06-13 DOI: 10.1002/cmr.a.21435
Jochen Leupold

A simple approach how to calculate analytical expressions for unbalanced steady-state free precession (ubSSFP) signals of arbitrary dephasing order is presented. Dephasing order is the number of effective gradient dephasing cycles that magnetization immediately after an RF-pulse has experienced during the ubSSFP sequence. Based on the obtained equations, which are in accordance with existing literature, the sensitivity of ubSSFP signals to T2 is derived under the assumption of a Lorentzian frequency distribution resulting from static field inhomogeneities. Further, the phases of all ubSSFP signals are calculated and a general expression of how to use them for B0-fieldmapping is given. The derivation is supported by the extended phase graph (EPG) model, and as such the work also acts as a comprehensive introduction to the formal description of SSFP. In addition, the balanced SSFP (bSSFP) sequence is explored. The connection of bSSFP to ubSSFP is shown, and potential T2-sensitivity of bSSFP is examined based on numerical simulations. It is shown that ubSSFP signals with negative dephasing order have a refocusing character and behave similar to spin-echo signals. Conversely, ubSSFP signals with zero or positive dephasing order can be regarded as T2-weighted. The behavior of bSSFP depends largely on the exact distribution of frequencies. For instance, for a narrow spherical distribution, bSSFP acts like a spin-echo sequence, while for a Lorentzian distribution a refocusing behavior does not occur.

给出了一种计算任意脱相阶的不平衡稳态自由进动信号解析表达式的简单方法。退相顺序是指在ubSSFP序列中,rf脉冲后立即磁化的有效梯度退相周期的数量。根据得到的与已有文献一致的方程,在静态场不均匀性导致的洛伦兹频率分布的假设下,推导了ubSSFP信号对T2 *的灵敏度。此外,还计算了所有ubSSFP信号的相位,并给出了如何使用它们进行b0域映射的一般表达式。该推导得到了扩展相图(EPG)模型的支持,因此该工作也作为SSFP形式化描述的全面介绍。此外,还探讨了平衡SSFP (bSSFP)序列。显示了bSSFP与ubSSFP的连接,并基于数值模拟检验了bSSFP潜在的T2 *敏感性。结果表明,具有负消相序的ubSSFP信号具有重聚焦特性,其行为与自旋回波信号相似。相反,具有零阶或正阶减相的ubSSFP信号可视为T2 *加权信号。bSSFP的行为在很大程度上取决于频率的确切分布。例如,对于窄球形分布,bSSFP的行为类似于自旋回波序列,而对于洛伦兹分布,不发生重聚焦行为。
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引用次数: 5
Continuous wave electron paramagnetic resonance of nitroxide biradicals in fluid solution 流体溶液中氮氧化物双基的连续波电子顺磁共振
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-05-25 DOI: 10.1002/cmr.a.21426
Sandra S. Eaton, Lukas B. Woodcock, Gareth R. Eaton

Nitroxide biradicals have been prepared with electron-electron spin-spin exchange interaction, J, ranging from weak to very strong. EPR spectra of these biradicals in fluid solution depend on the ratio of J to the nitrogen hyperfine coupling, AN, and the rates of interconversion between conformations with different values of J. For relatively rigid biradicals EPR spectra can be simulated as the superposition of AB splitting patterns arising from different combinations of nitrogen nuclear spin states. For more flexible biradicals spectra can be simulated with a Liouville representation of the dynamics that interconvert conformations with different values of J on the EPR timescale. Analysis of spectra, factors that impact J, and examples of applications to chemical and biophysical problems are discussed.

利用电子-电子自旋-自旋交换相互作用J,制备出了从弱到很强的氮氧化物双自由基。这些双基在流体溶液中的EPR谱取决于J与氮的超细耦合比、AN和不同J值的构象之间的相互转换速率。对于相对刚性的双基,EPR谱可以模拟为氮核自旋态不同组合产生的AB分裂模式的叠加。对于更灵活的双基谱,可以用在EPR时间尺度上具有不同J值的构象相互转换动力学的Liouville表示来模拟。讨论了光谱分析、影响J的因素以及在化学和生物物理问题中的应用实例。
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引用次数: 15
DVD Review DVD的评论
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-04-29 DOI: 10.1002/cmr.a.21431
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引用次数: 0
A tribute to Alexander Davidson Bain: An NMR pioneer and mentor at McMaster University 致敬亚历山大·戴维森·贝恩:麦克马斯特大学的核磁共振先驱和导师
IF 0.6 4区 化学 Q4 CHEMISTRY, PHYSICAL Pub Date : 2018-04-29 DOI: 10.1002/cmr.a.21418
Christopher Anand, Bob Berno, Stephen Boulton, Michael A. Brook, Richard Epand, Timothy R. Field, Gillian R. Goward, Paul Hazendonk, Giuseppe Melacini

In this tribute to our friend, mentor and colleague Alexander Davidson Bain we have collectively recapitulated the milestones of his career at McMaster university. We start from Alex's scientific and educational achievements and continue with his accomplishments as a community and infrastructure builder. We attempt to provide a sense of the breadth and depth of his seemingly endless scientific contributions while at McMaster by briefly summarizing selected representative examples from his body of work. Following Alex's lead, the scientific account is mixed with anecdotes and “bits of wisdom” we fondly remember from our interactions and collaborations with him. We also touch upon his brilliant and nurturing educational style and his “aggregator” role within the McMaster and wider NMR communities. We conclude with a more personal picture of Alex D. Bain, in which his scientific excellence and profound intellect are inextricably tied to his kind, nurturing and optimistic character and to his uniquely wry humor. He was not just a “good guy,” he was the epitome of the “good guy.”

在向我们的朋友、导师和同事亚历山大·戴维森·贝恩致敬的过程中,我们共同回顾了他在麦克马斯特大学职业生涯中的里程碑。我们从Alex的科学和教育成就开始,继续他作为社区和基础设施建设者的成就。我们试图提供一个广度和深度的感觉,他似乎无穷无尽的科学贡献,而在麦克马斯特大学简要总结从他的工作主体的代表性的例子。在亚历克斯的带领下,科学的叙述混合了轶事和“智慧的点点滴滴”,我们从与他的互动和合作中深情地记住了这一点。我们还谈到了他的辉煌和培养教育风格和他的“聚合”角色在麦克马斯特和更广泛的核磁共振社区。我们以亚历克斯·d·贝恩的个人形象作结,他在科学上的卓越成就和深邃的智慧,与他善良、有教养、乐观的性格以及他独特的讽刺幽默密不可分。他不只是一个“好人”,他是“好人”的缩影。
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Concepts in Magnetic Resonance Part A
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