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图像匀化对模拟经颅超声传播的影响。

The effects of image homogenisation on simulated transcranial ultrasound propagation.

机构信息

Department of Medical Physics and Biomedical Engineering, University College London, Gower Street, London WC1E 6BT, United Kingdom.

出版信息

Phys Med Biol. 2018 Jul 16;63(14):145014. doi: 10.1088/1361-6560/aacc33.

Abstract

Transcranial transmission of ultrasound is increasingly used in a variety of clinical and research applications, including high intensity ablation, opening the blood brain barrier, and neural stimulation. Numerical simulations of ultrasound propagation in the head are used to enable effective transcranial focusing and predict intracranial fields. Such simulations require maps of the acoustic properties of the head, which can be derived from clinical CT images. However, the spatial resolution of these images is typically coarser than the scale of heterogeneities within the skull bone, which are known to exert a major influence on ultrasound propagation. In the present work, the impact of image related homogenisation on transcranial transmission from a single element transducer is examined using a dataset of co-registered clinical resolution CT and micro-CT images of skull sections. Reference acoustic property maps are derived from micro-CT images of cortical bone tissue. The influence of imaging resolution is examined by progressively downsampling the segmented acoustic property maps, and through comparison with maps derived from co-registered clinical CT images. The influence of different methods of segmenting the bone volume from the clinical CT images, and for resampling the clinical and micro-CT data are also examined. Image related homogenisation is demonstrated to have a substantial effect on the transcranial transmission of ultrasound, resulting in underestimations of simulated transmission loss and time-of flight. Effects on time-of flight are due to the loss of the internal scattering microstructure of the skull, while changes in transmitted ultrasound amplitude are due to both loss of microstructure and other smoothing effects. Inflating the simulated attenuation coefficient of the skull layer reduces the error in transmitted pressure amplitude to around 40%, however this is unable to correct fully for errors in time of flight and the pressure distribution of the transmitted field.

摘要

经颅超声传输越来越多地应用于各种临床和研究应用中,包括高强度消融、打开血脑屏障和神经刺激。头部超声传播的数值模拟用于实现有效的经颅聚焦并预测颅内场。这些模拟需要头部声学特性的图谱,这些图谱可以从临床 CT 图像中得出。然而,这些图像的空间分辨率通常比颅骨内的不均匀性的尺度要粗,而颅骨内的不均匀性对超声传播有很大的影响。在本工作中,使用临床分辨率 CT 和颅骨切片的微 CT 图像的配准数据集,研究了图像相关均匀化对单阵元换能器经颅传输的影响。参考声特性图谱是从皮质骨组织的微 CT 图像中得出的。通过逐步对分割后的声特性图谱进行下采样,并与配准的临床 CT 图像得出的图谱进行比较,研究了成像分辨率的影响。还研究了从临床 CT 图像分割骨体积的不同方法以及对临床和微 CT 数据进行重采样的影响。研究表明,图像相关均匀化对超声经颅传输有很大的影响,导致模拟传输损耗和飞行时间的低估。飞行时间的影响是由于颅骨内部散射微观结构的丧失,而传输超声幅度的变化是由于微观结构的丧失和其他平滑效应。膨胀颅骨层的模拟衰减系数可将传输压力幅度的误差降低到约 40%,但这不能完全纠正飞行时间和传输场的压力分布的误差。

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