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Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography

SIGNIFICANCE: Parametric imaging of the attenuation coefficient [Formula: see text] using optical coherence tomography (OCT) is a promising approach for evaluating abnormalities in tissue. To date, a standardized measure of accuracy and precision of [Formula: see text] by the depth-resolved estimati...

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Autores principales: Neubrand, Linda B., van Leeuwen, Ton G., Faber, Dirk J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265837/
https://www.ncbi.nlm.nih.gov/pubmed/37325192
http://dx.doi.org/10.1117/1.JBO.28.6.066001
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author Neubrand, Linda B.
van Leeuwen, Ton G.
Faber, Dirk J.
author_facet Neubrand, Linda B.
van Leeuwen, Ton G.
Faber, Dirk J.
author_sort Neubrand, Linda B.
collection PubMed
description SIGNIFICANCE: Parametric imaging of the attenuation coefficient [Formula: see text] using optical coherence tomography (OCT) is a promising approach for evaluating abnormalities in tissue. To date, a standardized measure of accuracy and precision of [Formula: see text] by the depth-resolved estimation (DRE) method, as an alternative to least squares fitting, is missing. AIM: We present a robust theoretical framework to determine accuracy and precision of the DRE of [Formula: see text]. APPROACH: We derive and validate analytical expressions for the accuracy and precision of [Formula: see text] determination by the DRE using simulated OCT signals in absence and presence of noise. We compare the theoretically achievable precisions of the DRE method and the least-squares fitting approach. RESULTS: Our analytical expressions agree with the numerical simulations for high signal-to-noise ratios and qualitatively describe the dependence on noise otherwise. A commonly used simplification of the DRE method results in a systematic overestimation of the attenuation coefficient in the order of [Formula: see text] , where [Formula: see text] is the pixel stepsize. When [Formula: see text] , [Formula: see text] is reconstructed with higher precision by the depth-resolved method compared to fitting over the length of an axial fitting range [Formula: see text]. CONCLUSIONS: We derived and validated expressions for the accuracy and precision of DRE of [Formula: see text]. A commonly used simplification of this method is not recommended as being used for OCT-attenuation reconstruction. We give a rule of thumb providing guidance in the choice of estimation method.
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spelling pubmed-102658372023-06-15 Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography Neubrand, Linda B. van Leeuwen, Ton G. Faber, Dirk J. J Biomed Opt Imaging SIGNIFICANCE: Parametric imaging of the attenuation coefficient [Formula: see text] using optical coherence tomography (OCT) is a promising approach for evaluating abnormalities in tissue. To date, a standardized measure of accuracy and precision of [Formula: see text] by the depth-resolved estimation (DRE) method, as an alternative to least squares fitting, is missing. AIM: We present a robust theoretical framework to determine accuracy and precision of the DRE of [Formula: see text]. APPROACH: We derive and validate analytical expressions for the accuracy and precision of [Formula: see text] determination by the DRE using simulated OCT signals in absence and presence of noise. We compare the theoretically achievable precisions of the DRE method and the least-squares fitting approach. RESULTS: Our analytical expressions agree with the numerical simulations for high signal-to-noise ratios and qualitatively describe the dependence on noise otherwise. A commonly used simplification of the DRE method results in a systematic overestimation of the attenuation coefficient in the order of [Formula: see text] , where [Formula: see text] is the pixel stepsize. When [Formula: see text] , [Formula: see text] is reconstructed with higher precision by the depth-resolved method compared to fitting over the length of an axial fitting range [Formula: see text]. CONCLUSIONS: We derived and validated expressions for the accuracy and precision of DRE of [Formula: see text]. A commonly used simplification of this method is not recommended as being used for OCT-attenuation reconstruction. We give a rule of thumb providing guidance in the choice of estimation method. Society of Photo-Optical Instrumentation Engineers 2023-06-14 2023-06 /pmc/articles/PMC10265837/ /pubmed/37325192 http://dx.doi.org/10.1117/1.JBO.28.6.066001 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Imaging
Neubrand, Linda B.
van Leeuwen, Ton G.
Faber, Dirk J.
Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title_full Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title_fullStr Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title_full_unstemmed Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title_short Accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
title_sort accuracy and precision of depth-resolved estimation of attenuation coefficients in optical coherence tomography
topic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10265837/
https://www.ncbi.nlm.nih.gov/pubmed/37325192
http://dx.doi.org/10.1117/1.JBO.28.6.066001
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