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Fisher Information Analysis of Depth-of-Interaction Estimation in Double-Sided Strip Detectors

机译:双面带钢探测器相互作用深度估计的Fisher信息分析

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摘要

In very-high-spatial-resolution gamma-ray imaging applications, such as preclinical PET and SPECT, estimation of 3D interaction location inside the detector crystal can be used to minimize parallax error in the imaging system. In this work, we investigate the effect of bias voltage setting on depth-of-interaction (DOI) estimates for a semiconductor detector with a double-sided strip geometry. We first examine the statistical properties of the signals and develop expressions for likelihoods for given gamma-ray interaction positions. We use Fisher Information to quantify how well (in terms of variance) the measured signals can be used for DOI estimation with different bias-voltage settings. We performed measurements of detector response versus 3D position as a function of applied bias voltage by scanning with highly collimated synchrotron radiation at the Advanced Photon Source at Argonne National Laboratory. Experimental and theoretical results show that the optimum bias setting depends on whether or not the estimated event position will include the depth of interaction. We also found that for this detector geometry, the z-resolution changes with depth.
机译:在非常高空间分辨率的伽马射线成像应用中,例如临床前PET和SPECT,可以使用对探测器晶体内部3D相互作用位置的估计来最小化成像系统中的视差误差。在这项工作中,我们研究了偏置电压设置对具有双面条形几何形状的半导体检测器的相互作用深度(DOI)估计的影响。我们首先检查信号的统计属性,并针对给定的伽马射线相互作用位置开发出表达可能性的表达式。我们使用Fisher信息来量化在不同的偏置电压设置下,被测信号可用于DOI估计的程度(方差)。我们通过在Argonne国家实验室的Advanced Photon Source上用高度准直的同步加速器辐射进行扫描,来测量检测器响应与3D位置随施加的偏置电压的关系。实验和理论结果表明,最佳偏差设置取决于估计的事件位置是否包括相互作用的深度。我们还发现,对于这种探测器几何形状,z分辨率随深度而变化。

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