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An optimal permissible source region strategy for multispectral bioluminescence tomography

  • Jinchao Feng
  • , Kebin Jia*
  • , Guorui Yan
  • , Shouping Zhu
  • , Chenghu Qin
  • , Yujie Lv
  • , Jie Tian
  • *此作品的通讯作者
  • Beijing University of Technology
  • CAS - Institute of Automation
  • Xidian University

科研成果: 期刊稿件文章同行评审

摘要

Multispectral bioluminescence tomography (BLT) attracts increasing more attention in the area of small animal studies because multispectral data acquisition could help in the 3D location of bioluminescent sources. Generally, BLT problem is ill-posed and a priori information is indispensable to reconstruction bioluminescent source uniquely and quantitatively. In this paper, we propose a spectrally solved bioluminescence tomography algorithm with an optimal permissible source region strategy. Being the most different from earlier studies, an optimal permissible source region strategy which is automatically selected without human intervention is developed to reduce the ill-posedness of BLT and therefore improves the reconstruction quality. Furthermore, both numerical stability and computational efficiency benefit from the strategy. In the numerical experiments, a heterogeneous phantom is used to evaluate the proposed algorithm and the synthetic data is produced by Monte Carlo method for avoiding the inverse crime. The results demonstrate the feasibility and potential of our methodology for reconstructing the distribution of bioluminescent sources.

源语言英语
页(从-至)15640-15654
页数15
期刊Optics Express
16
20
DOI
出版状态已出版 - 29 9月 2008
已对外发布

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  1. 可持续发展目标 16 - 和平、正义和强大机构
    可持续发展目标 16 和平、正义和强大机构

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