Assessment and comparison of algorithms for in vivo ESR-CT imaging of bioradicals with L-band microwaves.

T Yuasa, A Tamura, T Ogata, T Akatsuka, H Kamada
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引用次数: 0

Abstract

In ESR-CT imaging, it is much more difficult to obtain satisfactory images than in imaging with other modalities, since two inverse problems, i.e. deconvolution of observed data and reconstruction from projections, must be solved. In this work, suitable algorithms for ESR-CT are examined using simulations and experiments. The algorithms were applied to actual data from a rat's head and a satisfactory reconstructed image was obtained from the viewpoint of morphological imaging. Several properties of the algorithms are discussed: (1) which combination of deconvolution and reconstruction method is favorable, (2) whether or not a raw differential signal should be integrated before deconvolution and reconstruction procedures, and (3) how SIRT, which offers good performance in ESR-CT, depends on an initial value and a noise type.

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l波段微波生物自由基在体ESR-CT成像算法的评估和比较。
在ESR-CT成像中,获得令人满意的图像比使用其他方式成像要困难得多,因为必须解决两个逆问题,即观测数据的反卷积和投影重建。在这项工作中,适当的算法ESR-CT检查使用模拟和实验。将该算法应用于大鼠头部的实际数据,从形态学成像的角度获得了满意的重建图像。讨论了算法的几个性质:(1)哪种反卷积和重建的组合方法是有利的;(2)在反卷积和重建之前是否应该对原始差分信号进行积分;(3)在ESR-CT中提供良好性能的SIRT如何依赖于初始值和噪声类型。
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