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NON-RIGID IMAGE REGISTRATION BASED STRAIN ESTIMATOR FOR INTRAVASCULAR ULTRASOUND ELASTOGRAPHY

机译:基于非刚性图像配准的血管内超声弹性术的应变估计

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摘要

Intravascular ultrasound elastography (IVUSe) could improve the diagnosis of cardiovascular disease by revealing vulnerable plaques through their mechanical tissue properties. To improve the performance of IVUSe, we developed and implemented a non-rigid image-registration method to visualize the radial and circumferential component of strain within vascular tissues. We evaluated the algorithm’s performance with four initialization schemes using simulated and experimentally acquired ultrasound images. Applying the registration method to radio-frequency (RF) echo frames improved the accuracy of displacements compared to when B-mode images were employed. However, strain elastograms measured from RF echo frames produce erroneous results when both the zero-initialization method and the mesh-refinement scheme were employed. For most strain levels, the cross-correlation-initialization method produced the best performance. The simulation study predicted that elastograms obtained from vessels with average strains in the range of 3%–5% should have high elastographic signal-to-noise ratio (SNRe)–on the order of 4.5 and 7.5 for the radial and circumferential components of strain, respectively. The preliminary in vivo validation study (phantom and an atherosclerotic rabbit) demonstrated that the non-rigid registration method could produce useful radial and circumferential strain elastograms under realistic physiologic conditions. The results of this investigation were sufficiently encouraging to warrant a more comprehensive in vivo validation.
机译:血管内超声弹性成像(IVUSe)可以通过其机械组织特性揭示易损斑块来改善心血管疾病的诊断。为了提高IVUSe的性能,我们开发并实施了一种非刚性的图像配准方法,以可视化血管组织内应变的径向和周向分量。我们使用模拟和实验获得的超声图像,通过四种初始化方案评估了算法的性能。与采用B模式图像时相比,将配准方法应用于射频(RF)回波帧可以提高位移的准确性。但是,当同时使用零初始化方法和网格细化方案时,从RF回波帧测量的应变弹性图会产生错误的结果。对于大多数应变水平,互相关初始化方法产生了最佳性能。模拟研究预测,从平均应变范围为3%–5%的容器中获得的弹性图应具有较高的弹性成像信噪比(SNRe)–应变的径向和周向分量分别为4.5和7.5左右, 分别。初步的体内验证研究(幻影和动脉粥样硬化兔)表明,非刚性配准方法可以在现实的生理条件下产生有用的径向和周向应变弹性成像。这项研究的结果令人鼓舞,需要进行更全面的体内验证。

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