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Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy

Significance: Frequency domain diffuse optical spectroscopy (FD-DOS) uses intensity modulated light to measure the absorption and reduced scattering coefficients of turbid media such as biological tissue. Some FD-DOS instruments utilize a single modulation frequency, whereas others use hundreds of f...

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Autores principales: Applegate, Matthew B., Gómez, Carlos A., Roblyer, Darren
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992233/
https://www.ncbi.nlm.nih.gov/pubmed/33768742
http://dx.doi.org/10.1117/1.JBO.26.3.036007
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author Applegate, Matthew B.
Gómez, Carlos A.
Roblyer, Darren
author_facet Applegate, Matthew B.
Gómez, Carlos A.
Roblyer, Darren
author_sort Applegate, Matthew B.
collection PubMed
description Significance: Frequency domain diffuse optical spectroscopy (FD-DOS) uses intensity modulated light to measure the absorption and reduced scattering coefficients of turbid media such as biological tissue. Some FD-DOS instruments utilize a single modulation frequency, whereas others use hundreds of frequencies. The effect of modulation frequency choice and measurement bandwidth on optical property (OP) extraction accuracy has not yet been fully characterized. Aim: We aim to assess the effect of modulation frequency selection on OP extraction error and develop a high-speed look-up table (LUT) approach for OP estimation. Approach: We first used noise-free simulations of light transport in homogeneous media to determine optimized iterative inversion model parameters and developed a new multi-frequency LUT method to increase the speed of inversion. We then used experimentally derived noise models for two FD-DOS instruments to generate realistic simulated data for a broad range of OPs and modulation frequencies to test OP extraction accuracy. Results: We found that repeated measurements at a single low-frequency (110 MHz) yielded essentially identical OP errors as a broadband frequency sweep (35 evenly spaced frequencies between 50 and 253 MHz) for these noise models. The inclusion of modulation frequencies [Formula: see text] diminished overall performance for one of the instruments. Additionally, we developed a LUT inversion algorithm capable of increasing inversion speeds by up to [Formula: see text] , with [Formula: see text] and [Formula: see text] error when a single modulation frequency was used. Conclusion: These results suggest that simpler single-frequency systems are likely sufficient for many applications and pave the way for a new generation of simpler digital FD-DOS systems capable of rapid, large-volume measurements with real-time feedback.
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spelling pubmed-79922332021-03-26 Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy Applegate, Matthew B. Gómez, Carlos A. Roblyer, Darren J Biomed Opt Imaging Significance: Frequency domain diffuse optical spectroscopy (FD-DOS) uses intensity modulated light to measure the absorption and reduced scattering coefficients of turbid media such as biological tissue. Some FD-DOS instruments utilize a single modulation frequency, whereas others use hundreds of frequencies. The effect of modulation frequency choice and measurement bandwidth on optical property (OP) extraction accuracy has not yet been fully characterized. Aim: We aim to assess the effect of modulation frequency selection on OP extraction error and develop a high-speed look-up table (LUT) approach for OP estimation. Approach: We first used noise-free simulations of light transport in homogeneous media to determine optimized iterative inversion model parameters and developed a new multi-frequency LUT method to increase the speed of inversion. We then used experimentally derived noise models for two FD-DOS instruments to generate realistic simulated data for a broad range of OPs and modulation frequencies to test OP extraction accuracy. Results: We found that repeated measurements at a single low-frequency (110 MHz) yielded essentially identical OP errors as a broadband frequency sweep (35 evenly spaced frequencies between 50 and 253 MHz) for these noise models. The inclusion of modulation frequencies [Formula: see text] diminished overall performance for one of the instruments. Additionally, we developed a LUT inversion algorithm capable of increasing inversion speeds by up to [Formula: see text] , with [Formula: see text] and [Formula: see text] error when a single modulation frequency was used. Conclusion: These results suggest that simpler single-frequency systems are likely sufficient for many applications and pave the way for a new generation of simpler digital FD-DOS systems capable of rapid, large-volume measurements with real-time feedback. Society of Photo-Optical Instrumentation Engineers 2021-03-25 2021-03 /pmc/articles/PMC7992233/ /pubmed/33768742 http://dx.doi.org/10.1117/1.JBO.26.3.036007 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/ 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.
spellingShingle Imaging
Applegate, Matthew B.
Gómez, Carlos A.
Roblyer, Darren
Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title_full Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title_fullStr Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title_full_unstemmed Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title_short Modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
title_sort modulation frequency selection and efficient look-up table inversion for frequency domain diffuse optical spectroscopy
topic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7992233/
https://www.ncbi.nlm.nih.gov/pubmed/33768742
http://dx.doi.org/10.1117/1.JBO.26.3.036007
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