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A direct method with structural priors for imaging pharmacokinetic parameters in dynamic fluorescence molecular tomography

  • Guanglei Zhang
  • , Fei Liu
  • , Huangsheng Pu
  • , Wei He
  • , Jianwen Luo
  • , Jing Bai*
  • *Corresponding author for this work
  • Tsinghua University

Research output: Contribution to journalArticlepeer-review

Abstract

Images of pharmacokinetic parameters in dynamic fluorescence molecular tomography (FMT) have the potential to provide quantitative physiological information for biological studies and drug development. However, images obtained with conventional indirect methods suffer from low signal-to-noise ratio because of failure in efficiently modeling the measurement noise. Besides, FMT suffers from low spatial resolution due to its ill-posed nature, which further reduces the image quality. In this letter, we present a direct method with structural priors for imaging pharmacokinetic parameters, which uses a nonlinear objective function to efficiently model the measurement noise and utilizes the structural priors to mitigate the ill-posedness of FMT. The results of numerical simulations and in vivo mouse experiments demonstrate that the proposed method leads to significant improvements in the image quality.

Original languageEnglish
Article number6720200
Pages (from-to)986-990
Number of pages5
JournalIEEE Transactions on Biomedical Engineering
Volume61
Issue number3
DOIs
StatePublished - Mar 2014
Externally publishedYes

Keywords

  • Fluorescence tomography
  • pharmacokinetics imaging
  • reconstruction algorithm
  • structural priors (SPs)

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