Tomographic fluorescence imaging in tissue phantoms: a novel reconstruction algorithm and imaging geometry

IEEE Trans Med Imaging. 2005 Feb;24(2):137-54. doi: 10.1109/tmi.2004.839359.

Abstract

A novel image reconstruction algorithm has been developed and demonstrated for fluorescence-enhanced frequency-domain photon migration (FDPM) tomography from measurements of area illumination with modulated excitation light and area collection of emitted fluorescence light using a gain modulated image-intensified charge-coupled device (ICCD) camera. The image reconstruction problem was formulated as a nonlinear least-squares-type simple bounds constrained optimization problem based upon the penalty/modified barrier function (PMBF) method and the coupled diffusion equations. The simple bounds constraints are included in the objective function of the PMBF method and the gradient-based truncated Newton method with trust region is used to minimize the function for the large-scale problem (39919 unknowns, 2973 measurements). Three-dimensional (3-D) images of fluorescence absorption coefficients were reconstructed using the algorithm from experimental reflectance measurements under conditions of perfect and imperfect distribution of fluorophore within a single target. To our knowledge, this is the first time that targets have been reconstructed in three-dimensions from reflectance measurements with a clinically relevant phantom.

Publication types

  • Evaluation Study
  • Research Support, U.S. Gov't, P.H.S.

MeSH terms

  • Algorithms*
  • Animals
  • Artificial Intelligence
  • Connective Tissue / ultrastructure*
  • Humans
  • Image Enhancement / methods*
  • Image Interpretation, Computer-Assisted / methods*
  • Microscopy, Fluorescence / instrumentation
  • Microscopy, Fluorescence / methods*
  • Numerical Analysis, Computer-Assisted
  • Phantoms, Imaging
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Signal Processing, Computer-Assisted
  • Spectrophotometry, Infrared / instrumentation
  • Spectrophotometry, Infrared / methods*
  • Tomography, Optical / instrumentation
  • Tomography, Optical / methods*