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Analysis of the impact on the quality of an elastogram, of the algorithms for strains calculation

机译:应变计算算法对弹性图质量的影响分析

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This work makes a study about obtaining elastography images, or elastogram from ultrasound RF frames. This technique is very useful in the improvement of medical diagnosis of diseases affecting the biological tissues, including cancer. One of the decisive factors for the quality of a clinical diagnosis is the precision of the results derived from a clinical test. In particular, in this work the quality of an elastogram is researched, as a result of the robustness of the algorithms to obtain the coefficients of axial and lateral deformations (strains), which are the basis for an elastogram. A comparison is made among three algorithms reported in the literature to obtain strains, namely, exhaustive block search, a hybrid multilevel search method based on cross correlation for real-time, and a not based on blocks method that uses dynamic programming approach. As results of this work, a software application that allows to generate elastograms for research purposes has been built, and a preliminary analysis showing that new algorithms for strains computing must be proposed in order to reconcile the needing of real-time calculation with the needing of robustness of the information provided by the elastogram. Some guides for this end can be extracted from the obtained results.
机译:这项工作进行了有关从超声RF框架中获取弹性成像图像或弹性图的研究。该技术在改善影响包括癌症在内的生物组织的疾病的医学诊断中非常有用。影响临床诊断质量的决定性因素之一是源自临床测试的结果的准确性。特别是,在这项工作中,由于获得轴向和横向变形(应变)系数的算法的鲁棒性,研究了弹性图的质量,这些系数是弹性​​图的基础。比较文献中报道的三种算法以获得应变,即穷举块搜索,基于互相关的实时混合多级搜索方法和不使用动态规划方法的基于块的方法。作为这项工作的结果,已经建立了一个允许生成用于研究目的的弹性图的软件应用程序,并且初步分析表明必须提出用于应变计算的新算法,以便将实时计算的需求与实时计算的需求相协调。弹性图提供的信息的鲁棒性。可以从获得的结果中提取一些为此目的的指南。

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