Department of Electrical and Computer Engineering, University of Connecticut, 371 Fairfield Way, Storrs, Connecticut 06269, USA.
Med Phys. 2011 Mar;38(3):1503-18. doi: 10.1118/1.3533669.
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.
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.
Simulations demonstrate the effectiveness of the approach for tracking dynamic photoacoustic activity for data sets with limited views (90 degrees) or tomographic views with a reduced number of acquisition angles at any given time (< or = 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.
The estimation algorithm enables high spatial resolution, real-time imaging of dynamic physiological events or volumetric regions for photoacoustic systems employing multiplexing or scanning.
开发了一种新的频域估计算法,该算法利用先验信息,同时提高了不完全数据集的光声断层扫描的成像质量和时间分辨率。
该方法涉及使用单级维纳最优滤波器,通过在参考扫描中确定的关系,在测量位置之间进行插值来扩充数据集。该滤波器可以使用固定或动态参考使用 FFT 方法实时应用,并与任何成像算法一起使用。使用模拟和实验研究比较了该方法与约束反向投影算法的修改版本的性能。
模拟表明,该方法对于跟踪具有有限视角(90 度)或在任何给定时间具有较少采集角度的层析视角(<=32)的数据集中的动态光声活动非常有效。使用具有 8:1 电子多路复用的 512 个元素的弯曲换能器和算法的实验数据进行对比摄取和冲洗,演示了具有小于 130ms 的时间分辨率的全二维层析成像。
该估计算法使采用多路复用或扫描的光声系统能够实现动态生理事件或容积区域的高空间分辨率、实时成像。