Bachmann Etienne, Tromp Jeroen
Department of Geosciences, Princeton University, Princeton, New Jersey 08544, USA.
J Acoust Soc Am. 2020 May;147(5):3221. doi: 10.1121/10.0001191.
Ultrasound computed tomography (USCT) is a noninvasive imaging modality that has shown its clinical relevance for breast cancer diagnostics. As opposed to traveltime inversions, waveform-based inversions can exploit the full content of ultrasound data, thereby providing increased resolution. However, this is only feasible when modeling the full physics of wave propagation, accounting for 3D effects such as refraction and diffraction, and this comes at a significant computational cost. To mitigate this cost, a crosstalk-free source encoding method for explicit time-domain solvers is proposed. The gradient computation is performed with only two numerical "super" wave simulations, independent of the number of sources and receivers. Absence of crosstalk is achieved by considering orthogonal frequencies attributed to each source. By considering "double-difference" measurements, no a priori knowledge of the source time function is required. With this method, full-physics based 3D waveform inversions can be performed within minutes using reasonable computational resources, fitting clinical requirements.
超声计算机断层扫描(USCT)是一种非侵入性成像方式,已显示出其在乳腺癌诊断中的临床相关性。与走时反演不同,基于波形的反演可以利用超声数据的全部内容,从而提高分辨率。然而,这只有在对波传播的完整物理过程进行建模时才可行,要考虑折射和衍射等三维效应,而这会带来巨大的计算成本。为了降低这种成本,提出了一种用于显式时域求解器的无串扰源编码方法。梯度计算仅通过两次数值“超级”波模拟来执行,与源和接收器的数量无关。通过考虑归因于每个源的正交频率来实现无串扰。通过考虑“双差”测量,无需源时间函数的先验知识。使用这种方法,可以在几分钟内利用合理的计算资源进行基于全物理的三维波形反演,符合临床要求。