Experimental validation of a recently developed model for single-fiber reflectance spectroscopy

J Biomed Opt. 2021 Feb;26(2):025004. doi: 10.1117/1.JBO.26.2.025004.

Abstract

Significance: We recently developed a model for the reflectance measured with (multi-diameter) single-fiber reflectance (SFR) spectroscopy as a function of the reduced scattering coefficient μs', the absorption coefficient μa, and the phase function parameter psb. We validated this model with simulations.

Aim: We validate our model experimentally. To prevent overfitting, we investigate the wavelength-dependence of psb and propose a parametrization with only three parameters. We also investigate whether this parametrization enables measurements with a single fiber, as opposed to multiple fibers used in multi-diameter SFR (MDSFR).

Approach: We validate our model on 16 phantoms with two concentrations of Intralipid-20% (μs'=13 and 21 cm - 1 at 500 nm) and eight concentrations of Evans Blue (μa = 1 to 20 cm - 1 at 605 nm). We parametrize psb as 10 - 5 · ( p1 ( λ / 650 ) + p2(λ/650)2 + p3(λ/650)3 ) .

Results: Average errors were 7% for μs', 11% for μa, and 16% with the parametrization of psb; and 7%, 17%, and 16%, respectively, without. The parametrization of psb improved the fit speed 25 times (94 s to <4 s). Average errors for only one fiber were 50%, 33%, and 186%, respectively.

Conclusions: Our recently developed model provides accurate results for MDSFR measurements but not for a single fiber. The psb parametrization prevents overfitting and speeds up the fit.

Keywords: reflectance spectroscopy; single fiber reflectance spectroscopy; subdiffuse.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Phantoms, Imaging
  • Spectrum Analysis*