The inverse source problem based on the radiative transfer equation in optical molecular imaging

被引:185
作者
Klose, AD
Ntziachristos, V
Hielscher, AH
机构
[1] Columbia Univ, Dept Biomed Engn, New York, NY 10027 USA
[2] Columbia Univ, Dept Radiol, New York, NY 10027 USA
[3] Harvard Univ, Sch Med, Charlestown, MA 02129 USA
[4] Massachusetts Gen Hosp, Ctr Mol Imaging Res, Charlestown, MA 02129 USA
基金
美国国家卫生研究院;
关键词
fluorescence tomography; fluorescence imaging; inverse source problem; molecular imaging; equation of radiative transfer; discrete ordinates method; adjoint differentiation; algorithmic differentiation; scattering media; tissue optics;
D O I
10.1016/j.jcp.2004.07.008
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We present the first tomographic reconstruction algorithm for optical molecular imaging that is based on the equation of radiative transfer. The reconstruction code recovers the spatial distribution of fluorescent sources in highly scattering biological tissue. An objective function, which describes the discrepancy of measured near-infrared light with predicted numerical data on the tissue surface, is iteratively minimized to find a solution of the inverse source problem. At each iteration step the predicted data are calculated by a forward model for light propagation based on the equation of radiative transfer. The unknown source distribution is updated along a search direction that is provided by an adjoint differentiation technique. (C) 2004 Elsevier Inc. All rights reserved.
引用
收藏
页码:323 / 345
页数:23
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