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Fast limited-data photoacoustic imaging for multiplexed systems using a frequency-domain estimation technique

机译:使用频域估计技术的多路复用系统的快速有限数据光声成像

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摘要

>Purpose: A new frequency-domain estimation algorithm has been developed that uses a priori information to simultaneously improve imaging quality and time resolution in photoacoustic tomography with incomplete data sets.>Methods: The method involves application of a single-stage Wiener optimal filter to augment data sets by interpolation between measurement locations using relationships determined in a reference scan. The filter can be applied in real-time using FFT methods using either fixed or dynamic references and used with any imaging algorithm. The performance of the method is compared to a modified version of constrained backprojection algorithms using simulations and experimental investigations.>Results: Simulations demonstrate the effectiveness of the approach for tracking dynamic photoacoustic activity for data sets with limited views (90°) or tomographic views with a reduced number of acquisition angles at any given time (≤32). Experimental data of contrast uptake and washout using a 512-element curved transducer with 8:1 electronic multiplexing with the algorithm demonstrate full two-dimensional tomographic imaging with a temporal resolution better than 130 ms.>Conclusions: The estimation algorithm enables high spatial resolution, real-time imaging of dynamic physiological events or volumetric regions for photoacoustic systems employing multiplexing or scanning.
机译:>目的:已开发出一种新的频域估计算法,该算法使用先验信息来同时提高不完整数据集的光声层析成像的成像质量和时间分辨率。>方法:该方法涉及应用单级维纳最优滤波器,以使用参考扫描中确定的关系通过在测量位置之间进行插值来扩充数据集。可以使用FFT方法(使用固定参考或动态参考)实时应用该滤波器,并与任何成像算法一起使用。通过仿真和实验研究,将该方法的性能与约束反投影算法的修改版本进行了比较。>结果:仿真证明了该方法对于跟踪视图有限的数据集动态光声活动的有效性(90 °)或在任何给定时间(≤32)处具有减少的采集角度数量的层析成像视图。使用带有8:1电子多路复用的512元素弯曲换能器和该算法的对比度摄取和冲洗实验数据证明了完整的二维层析成像,时间分辨率优于130毫秒。>结论:该算法可为采用复用或扫描的光声系统实现高空间分辨率,动态生理事件或体积区域的实时成像。

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