Milstein Adam B, Stott Jonathan J, Oh Seungseok, Boas David A, Millane R P, Bouman Charles A, Webb Kevin J
School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47907-2035, USA.
J Opt Soc Am A Opt Image Sci Vis. 2004 Jun;21(6):1035-49. doi: 10.1364/josaa.21.001035.
A method is presented for fluorescence optical diffusion tomography in turbid media using multiple-frequency data. The method uses a frequency-domain diffusion equation model to reconstruct the fluorescent yield and lifetime by means of a Bayesian framework and an efficient, nonlinear optimizer. The method is demonstrated by using simulations and laboratory experiments to show that reconstruction quality can be improved in certain problems through the use of more than one frequency. A broadly applicable mutual information performance metric is also presented and used to investigate the advantages of using multiple modulation frequencies compared with using only one.
提出了一种利用多频数据在混浊介质中进行荧光光学扩散断层扫描的方法。该方法使用频域扩散方程模型,通过贝叶斯框架和高效的非线性优化器来重建荧光产率和寿命。通过模拟和实验室实验证明了该方法,结果表明在某些问题中,使用多个频率可以提高重建质量。还提出了一种广泛适用的互信息性能指标,并用于研究使用多个调制频率相对于仅使用一个频率的优势。