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A Validation of Two-Dimensional In Vivo Regional Strain Computed from Displacement Encoding with Stimulated Echoes (DENSE) in Reference to Tagged Magnetic Resonance Imaging and Studies in Repeatability

机译:参照标记磁共振成像和可重复性研究从受激回声的位移编码计算的二维体内区域应变的验证

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摘要

Fast cine displacement encoding with stimulated echoes (DENSE) has comparative advantages over tagged MRI (TMRI) including higher spatial resolution and faster post-processing. This study computed regional radial and circumferential myocardial strains with DENSE displacements and validated it in reference to TMRI, according to American Heart Association (AHA) guidelines for standardized segmentation of regions in the left ventricle (LV). This study was therefore novel in examining agreement between the modalities in 16 AHA recommended LV segments. DENSE displacements were obtained with spatiotemporal phase unwrapping and TMRI displacements obtained with a conventional tag-finding algorithm. A validation study with a rotating phantom established similar shear strain between modalities prior to in vivo studies. A novel meshfree nearest node finite element method (NNFEM) was used for rapid computation of Lagrange strain in both phantom and in vivo studies in both modalities. Also novel was conducting in vivo repeatability studies for observing recurring strain patterns in DENSE and increase confidence in it. Comprehensive regional strain agreements via Bland–Altman analysis between the modalities were obtained. Results from the phantom study showed similar radial-circumferential shear strains from the two modalities. Mean differences in regional in vivo circumferential strains were −0.01 ± 0.09 (95% limits of agreement) from comparing the modalities and −0.01 ± 0.07 from repeatability studies. Differences and means from comparison and repeatability studies were uncorrelated (p>0.05) indicating no increases in differences with increased strain magnitudes. Bland–Altman analysis and similarities in regional strain distribution within the myocardium showed good agreements between DENSE and TMRI and show their interchangeability. NNFEM was also established as a common framework for computing strain in both modalities.
机译:具有激励回波(DENSE)的快速电影置换编码比标记MRI(TMRI)具有比较优势,包括更高的空间分辨率和更快的后处理。根据美国心脏协会(AHA)对左心室(LV)区域进行标准分割的指南,该研究计算了具有DENSE位移的局部径向和周围心肌应变,并参考TMRI对其进行了验证。因此,这项研究在检查16种AHA推荐的LV片段之间的模式之间的一致性方面是新颖的。 DENSE位移通过时空相位展开获得,而TMRI位移通过常规标签寻找算法获得。在体内研究之前,使用旋转体模进行的验证研究在模态之间建立了相似的剪切应变。一种新颖的无网格最近节点有限元方法(NNFEM)用于在模型和体内研究中以两种方式快速计算拉格朗日应变。同样新颖的是正在进行体内可重复性研究,以观察DENSE中重复出现的菌株模式并增加对其的置信度。通过模式之间的Bland-Altman分析获得了全面的区域应变协议。幻像研究的结果表明,两种模态的径向周向剪切应变相似。通过比较模态,区域体内圆周应变的平均差异为-0.01±0.09(一致的95%极限),而根据重复性研究,则为-0.01±0.07。比较和重复性研究的差异和均值是不相关的(p> 0.05),表明差异不随应变幅度的增加而增加。 Bland–Altman分析和心肌内区域应变分布的相似性表明DENSE和TMRI之间具有良好的一致性,并显示出它们的互换性。还建立了NNFEM作为计算两种模态应变的通用框架。

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