论文标题
使用传输几何形状的全球速度预测
Global Speed-of-Sound Prediction Using Transmission Geometry
论文作者
论文摘要
大多数超声(US)成像技术都使用空间构型速度(SOS)值进行波束形成。实际和使用的SOS值之间存在差异会导致畸变伪像,例如减少图像分辨率,这可能会影响诊断性可用性。不同美国成像方式的准确性和质量,例如局部SOS图的层析成像重建,也取决于良好的初始波束成形SOS。在这项工作中,我们开发了一种分析方法来估计成像介质中的平均SOS。我们表明,波束形成框架之间的相对移位取决于SOS偏移和传输路径中的几何差异。使用这种关系,我们估计校正因子,因此在培养基中校正了平均SOS。我们在一组数值模拟上评估了我们提出的方法,以证明其用于全局SOS预测和局部SOS层析成像重建的实用性。对于我们的评估数据集,对于最初的SOS不足和过度化为5%的媒体SOS,我们的方法能够预测0.3%精度以内的实际平均SOS。对于局部SOS图的层析成像重建,与初始SOS低估和5%相比,重建精度平均分别提高了78.5%和87%。
Most ultrasound (US) imaging techniques use spatially-constant speed-of-sound (SoS) values for beamforming. Having a discrepancy between the actual and used SoS value leads to aberration artifacts, e.g., reducing the image resolution, which may affect diagnostic usability. Accuracy and quality of different US imaging modalities, such as tomographic reconstruction of local SoS maps, also depend on a good initial beamforming SoS. In this work, we develop an analytical method for estimating mean SoS in an imaged medium. We show that the relative shifts between beamformed frames depend on the SoS offset and the geometric disparities in transmission paths. Using this relation, we estimate a correction factor and hence a corrected mean SoS in the medium. We evaluated our proposed method on a set of numerical simulations, demonstrating its utility both for global SoS prediction and for local SoS tomographic reconstruction. For our evaluation dataset, for an initial SoS under- and over-assumption of 5% the medium SoS, our method is able to predict the actual mean SoS within 0.3% accuracy. For the tomographic reconstruction of local SoS maps, the reconstruction accuracy is improved on average by 78.5% and 87%, respectively, compared to an initial SoS under- and over-assumption of 5%.