Ck. Hayakawa et al., Perturbation Monte Carlo methods to solve inverse photon migration problems in heterogeneous tissues, OPTICS LETT, 26(17), 2001, pp. 1335-1337
We introduce a novel and efficient method to provide solutions to inverse p
hoton migration problems in heterogeneous turbid media. The method extracts
derivative information from a single Monte Carlo simulation to permit the
rapid determination of rates of change in the detected photon signal with r
espect to perturbations in background tissue optical properties. We then fe
ed this derivative information to a nonlinear optimization algorithm to det
ermine the optical properties of the tissue heterogeneity under examination
. We demonstrate the use of this approach to solve rapidly a two-region inv
erse problem of photon migration in the transport regime, for which diffusi
on-approximation-based approaches are not applicable. (C) 2001 Optical Soci
ety of America.