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利用改进的时空相似性分析进行前列腺癌定位的对比超声弥散成像。

Contrast-ultrasound dispersion imaging for prostate cancer localization by improved spatiotemporal similarity analysis.

机构信息

Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.

出版信息

Ultrasound Med Biol. 2013 Sep;39(9):1631-41. doi: 10.1016/j.ultrasmedbio.2013.03.004. Epub 2013 Jun 19.

Abstract

Angiogenesis plays a major role in prostate cancer growth. Despite extensive research on blood perfusion imaging aimed at angiogenesis detection, the diagnosis of prostate cancer still requires systematic biopsies. This may be due to the complex relationship between angiogenesis and microvascular perfusion. Analysis of ultrasound-contrast-agent dispersion kinetics, determined by multipath trajectories in the microcirculation, may provide better characterization of the microvascular architecture. We propose the physical rationale for dispersion estimation by an existing spatiotemporal similarity analysis. After an intravenous ultrasound-contrast-agent bolus injection, dispersion is estimated by coherence analysis among time-intensity curves measured at neighbor pixels. The accuracy of the method is increased by time-domain windowing and anisotropic spatial filtering for speckle regularization. The results in 12 patient data sets indicated superior agreement with histology (receiver operating characteristic curve area = 0.88) compared with those obtained by reported perfusion and dispersion analyses, providing a valuable contribution to prostate cancer localization.

摘要

血管生成在前列腺癌生长中起主要作用。尽管针对血管生成检测进行了广泛的血液灌注成像研究,但前列腺癌的诊断仍需要系统活检。这可能是由于血管生成和微血管灌注之间的复杂关系。通过在微循环中多路径轨迹确定的超声造影剂弥散动力学分析,可能可以更好地描述微血管结构。我们通过现有的时空相似性分析为弥散估计提出了物理原理。在静脉内超声造影剂团注后,通过在相邻像素测量的时间强度曲线之间的相干性分析来估计弥散。通过时间域窗口化和各向异性空间滤波进行斑点规则化,可以提高方法的准确性。与报告的灌注和弥散分析相比,该方法在 12 个患者数据集上的结果与组织学具有更好的一致性(接收者操作特征曲线面积=0.88),为前列腺癌定位提供了有价值的贡献。

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