Broadband ultraviolet-visible optical property measurement in layered turbid media

Quanzeng Wang, Du Le, Jessica Ramella-Roman, Joshua Pfefer

Research output: Contribution to journalArticle

Abstract

The ability to accurately measure layered biological tissue optical properties (OPs) may improve understanding of spectroscopic device performance and facilitate early cancer detection. Towards these goals, we have performed theoretical and experimental evaluations of an approach for broadband measurement of absorption and reduced scattering coefficients at ultraviolet-visible wavelengths. Our technique is based on neural network (NN) inverse models trained with diffuse reflectance data from condensed Monte Carlo simulations. Experimental measurements were performed from 350 to 600 nm with a fiber-optic-based reflectance spectroscopy system. Two-layer phantoms incorporating OPs relevant to normal and dysplastic mucosal tissue and superficial layer thicknesses of 0.22 and 0.44 mm were used to assess prediction accuracy. Results showed mean OP estimation errors of 19% from the theoretical analysis and 27% from experiments. Two-step NN modeling and nonlinear spectral fitting approaches helped improve prediction accuracy. While limitations and challenges remain, the results of this study indicate that our technique can provide moderately accurate estimates of OPs in layered turbid media.

Original languageEnglish (US)
Pages (from-to)1226-1240
Number of pages15
JournalBiomedical Optics Express
Volume3
Issue number6
DOIs
StatePublished - Jun 1 2012
Externally publishedYes

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Neural Networks (Computer)
Early Detection of Cancer
Spectrum Analysis
Mucous Membrane
broadband
optical properties
Equipment and Supplies
reflectance
scattering coefficients
predictions
fiber optics
cancer
evaluation
estimates
wavelengths
spectroscopy
simulation

ASJC Scopus subject areas

  • Atomic and Molecular Physics, and Optics
  • Biotechnology

Cite this

Broadband ultraviolet-visible optical property measurement in layered turbid media. / Wang, Quanzeng; Le, Du; Ramella-Roman, Jessica; Pfefer, Joshua.

In: Biomedical Optics Express, Vol. 3, No. 6, 01.06.2012, p. 1226-1240.

Research output: Contribution to journalArticle

Wang, Quanzeng ; Le, Du ; Ramella-Roman, Jessica ; Pfefer, Joshua. / Broadband ultraviolet-visible optical property measurement in layered turbid media. In: Biomedical Optics Express. 2012 ; Vol. 3, No. 6. pp. 1226-1240.
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