Perturbation Monte Carlo methods to solve inverse photon migration problems in heterogeneous tissues

Citation
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
Citations number
10
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science","Optics & Acoustics
Journal title
OPTICS LETTERS
ISSN journal
01469592 → ACNP
Volume
26
Issue
17
Year of publication
2001
Pages
1335 - 1337
Database
ISI
SICI code
0146-9592(20010901)26:17<1335:PMCMTS>2.0.ZU;2-D
Abstract
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.