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全身契伦科夫发光断层成像的有限元 SP(3)方法。

Whole-body Cerenkov luminescence tomography with the finite element SP(3) method.

机构信息

Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences, Haidian Dist., Beijing, 100190, People's Republic of China.

出版信息

Ann Biomed Eng. 2011 Jun;39(6):1728-35. doi: 10.1007/s10439-011-0261-1. Epub 2011 Feb 8.

Abstract

Generation of an accurate Cerenkov luminescence imaging model is a current issue of nuclear tomography with optical techniques. The article takes a pro-active approach toward whole-body Cerenkov luminescence tomography. The finite element framework employs the equation of radiative transfer via the third-order simplified spherical harmonics approximation to model Cerenkov photon propagation in a small animal. After this forward model is performed on a digital mouse with optical property heterogeneity and compared with the Monte Carlo method, we investigated the whole body reconstruction algorithm along a regularization path via coordinate descent. The endpoint of the follow-up study is the in vivo application, which provides three-dimensional biodistribution of the radiotracer uptake in the mouse from measured partial boundary currents. The combination of the forward and inverse model with elastic-net penalties is not only validated by numerical simulation, but it also effectively demonstrates in vivo imaging in small animals. Our exact reconstruction method enables optical molecular imaging to best utilize Cerenkov radiation emission from the decay of medical isotopes in tissues.

摘要

生成准确的切伦科夫发光断层成像模型是目前光学技术核断层成像的一个问题。本文对全身切伦科夫发光断层成像采取了积极主动的方法。有限元框架采用辐射转移方程的三阶简化球谐逼近来模拟小动物体内的切伦科夫光子传播。在对具有光学不均匀性的数字老鼠进行正向模型计算,并与蒙特卡罗方法进行比较后,我们沿着正则化路径通过坐标下降研究了整体重建算法。后续研究的终点是体内应用,它提供了从测量的部分边界电流中获得的老鼠中放射性示踪剂摄取的三维生物分布。正向和逆向模型与弹性网络惩罚的结合不仅通过数值模拟得到了验证,而且还在小动物体内成像中得到了有效证明。我们的精确重建方法使光学分子成像能够最大程度地利用组织中放射性同位素衰变产生的切伦科夫辐射发射。

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