TY - JOUR
T1 - Experimental validation of a recently developed model for single-fiber reflectance spectroscopy
AU - Post, Anouk L.
AU - Faber, Dirk J.
AU - Sterenborg, Henricus J.C.M.
AU - van Leeuwen, Ton G.
N1 - Publisher Copyright: © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. Copyright: Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/2/1
Y1 - 2021/2/1
N2 - 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 μs0, 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% (μs0 ¼ 13 and 21 cm−1 at 500 nm) and eight concentrations of Evans Blue (μa ¼ 1 to 20 cm−1 at 605 nm). We parametrize psb as 10−5 · ðp1ðλ∕650Þ þ p2ðλ∕650Þ2 þ p3ðλ∕650Þ3Þ. Results: Average errors were 7% for μs0, 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.
AB - 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 μs0, 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% (μs0 ¼ 13 and 21 cm−1 at 500 nm) and eight concentrations of Evans Blue (μa ¼ 1 to 20 cm−1 at 605 nm). We parametrize psb as 10−5 · ðp1ðλ∕650Þ þ p2ðλ∕650Þ2 þ p3ðλ∕650Þ3Þ. Results: Average errors were 7% for μs0, 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.
KW - Reflectance spectroscopy
KW - Single fiber reflectance spectroscopy
KW - Subdiffuse
UR - http://www.scopus.com/inward/record.url?scp=85101930625&partnerID=8YFLogxK
U2 - https://doi.org/10.1117/1.JBO.26.2.025004
DO - https://doi.org/10.1117/1.JBO.26.2.025004
M3 - Article
C2 - 33641270
SN - 1083-3668
VL - 26
JO - Journal of biomedical optics
JF - Journal of biomedical optics
IS - 2
M1 - 025004
ER -