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An in vivo ultrasonic model of liver parenchyma

机译:肝实质的体内超声模型

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摘要

Several ultrasonic tissue characterization features are known tondiscriminate pathological from normal tissue in vivo. Previously, thenauthors developed an in vivo attenuation- and backscatter estimationnmethod with each frequency dependent coefficient being reduced to anslope and intercept at central frequency. They derived expressionsnpredicting the standard deviation (SD) of these features, assuming ancommonly used ultrasonic model of liver parenchyma. In its applicationnto in vivo data, the SD of the intercept features was unexpectedly high.nAnother feature, signal-to-noise ratio (SNR), showed a significant biasnrelated to the window size. In this paper, the model is extended withnthe notion of inhomogeneous parenchyma background (IPB). IPB is shown tonbe present in normal liver parenchyma and is statistically described byna noise term with small amplitude and large correlation cell size. Anmethod is presented to estimate the IPB characteristics. The expressionsnpredicting SD are extended, and an expression is derived predicting thenwindow size bias of the feature SNR. The accuracy and precisionnestimated from a large in vivo data set shows good agreement with thenpredictions with the extended model. It is concluded that IPB is anrealistic and relevant phenomenon and should be part of the in vivonultrasonic model of liver parenchyma
机译:从体内正常组织来看,几种超声组织表征特征是众所周知的病理区别。在此之前,作者随后开发了一种体内衰减和反向散射估计方法,其中每个与频率相关的系数都减小到斜率并在中心频率处截距。他们假设常用的肝实质超声模型,得出了预测这些特征的标准差(SD)的表达式。在将其应用于体内数据时,截取特征的SD出乎意料地高。n另一个特征(信噪比(SNR))显示出与窗口大小有关的显着偏差。在本文中,模型以不均匀实质背景(IPB)的概念进行了扩展。 IPB显示为正常肝实质中存在,并通过噪声项进行统计学描述,噪声幅度小且相关细胞大小大。提出了一种方法来估计IPB特性。扩展了用于预测SD的表达式,并导出了用于预测特征SNR的窗口大小偏差的表达式。从大型体内数据集估计的准确性和精密度与扩展模型的预测结果吻合良好。结论是IPB是一种虚构且相关的现象,应成为肝实质的体内超声模型的一部分

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