Cargando…

Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy

SIGNIFICANCE: Light emitting diodes (LEDs) are commonly utilized for tissue spectroscopy due to their small size, low cost, and simplicity. However, LEDs are often approximated as single-wavelength devices despite having relatively broad spectral bandwidths. When paired with photodiodes, the wavelen...

Descripción completa

Detalles Bibliográficos
Autores principales: Lam, Jesse H., Kim, Jeonghun, Tu, Kelsey J., Kim, Dongbin, Kim, Sehwan
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/PMC10387445/
https://www.ncbi.nlm.nih.gov/pubmed/37529204
http://dx.doi.org/10.1117/1.JBO.28.7.075005
_version_ 1785081886227300352
author Lam, Jesse H.
Kim, Jeonghun
Tu, Kelsey J.
Kim, Dongbin
Kim, Sehwan
author_facet Lam, Jesse H.
Kim, Jeonghun
Tu, Kelsey J.
Kim, Dongbin
Kim, Sehwan
author_sort Lam, Jesse H.
collection PubMed
description SIGNIFICANCE: Light emitting diodes (LEDs) are commonly utilized for tissue spectroscopy due to their small size, low cost, and simplicity. However, LEDs are often approximated as single-wavelength devices despite having relatively broad spectral bandwidths. When paired with photodiodes, the wavelength information of detected light cannot be resolved. This can result in errors during chromophore concentration calculations. These errors are particularly apparent when analyzing water and fat in the 900 to 1000 nm window where the spectral bandwidth of LEDs can encompass much of the analysis region, resulting in intense crosstalk. AIM: We utilize and present a spectral correction (SC) algorithm to correct for the spectral bandwidth of LEDs. We show the efficacy using a narrowband technique of spectrally broad and overlapping LEDs. APPROACH: Narrowband diffuse reflectance spectroscopy (nb-DRS), a technique capable of quantifying the hydration ratio ([Formula: see text]) of turbid media, was utilized. nb-DRS typically requires a broadband light source and spectrometer. We reduce the hardware to just five LEDs and a photodiode detector, relying on SC to compensate for spectral crosstalk. The effectiveness of our SC approach was tested in simulations as well as in an emulsion phantom and limited selection of human tissue. RESULTS: In simulations, we show that calculated [Formula: see text] errors increased with the spectral bandwidth of LEDs but could be corrected using SC. Likewise, in emulsions, we found an average error of 8.7% (maximum error 14%) if SC was not used. By contrast, applying SC reduced the average error to 2.2% (maximum error of 6.4%). We show that despite utilizing multiple, spectrally broad, and overlapping LEDs, SC was still able to restore the performance of our narrowband method, making it comparable to a much larger full broadband system.
format Online
Article
Text
id pubmed-10387445
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Society of Photo-Optical Instrumentation Engineers
record_format MEDLINE/PubMed
spelling pubmed-103874452023-08-01 Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy Lam, Jesse H. Kim, Jeonghun Tu, Kelsey J. Kim, Dongbin Kim, Sehwan J Biomed Opt General SIGNIFICANCE: Light emitting diodes (LEDs) are commonly utilized for tissue spectroscopy due to their small size, low cost, and simplicity. However, LEDs are often approximated as single-wavelength devices despite having relatively broad spectral bandwidths. When paired with photodiodes, the wavelength information of detected light cannot be resolved. This can result in errors during chromophore concentration calculations. These errors are particularly apparent when analyzing water and fat in the 900 to 1000 nm window where the spectral bandwidth of LEDs can encompass much of the analysis region, resulting in intense crosstalk. AIM: We utilize and present a spectral correction (SC) algorithm to correct for the spectral bandwidth of LEDs. We show the efficacy using a narrowband technique of spectrally broad and overlapping LEDs. APPROACH: Narrowband diffuse reflectance spectroscopy (nb-DRS), a technique capable of quantifying the hydration ratio ([Formula: see text]) of turbid media, was utilized. nb-DRS typically requires a broadband light source and spectrometer. We reduce the hardware to just five LEDs and a photodiode detector, relying on SC to compensate for spectral crosstalk. The effectiveness of our SC approach was tested in simulations as well as in an emulsion phantom and limited selection of human tissue. RESULTS: In simulations, we show that calculated [Formula: see text] errors increased with the spectral bandwidth of LEDs but could be corrected using SC. Likewise, in emulsions, we found an average error of 8.7% (maximum error 14%) if SC was not used. By contrast, applying SC reduced the average error to 2.2% (maximum error of 6.4%). We show that despite utilizing multiple, spectrally broad, and overlapping LEDs, SC was still able to restore the performance of our narrowband method, making it comparable to a much larger full broadband system. Society of Photo-Optical Instrumentation Engineers 2023-07-31 2023-07 /pmc/articles/PMC10387445/ /pubmed/37529204 http://dx.doi.org/10.1117/1.JBO.28.7.075005 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 General
Lam, Jesse H.
Kim, Jeonghun
Tu, Kelsey J.
Kim, Dongbin
Kim, Sehwan
Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title_full Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title_fullStr Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title_full_unstemmed Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title_short Spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
title_sort spectral correction of light emitting diodes enables accurate hydration ratio calculation using narrowband diffuse reflectance spectroscopy
topic General
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10387445/
https://www.ncbi.nlm.nih.gov/pubmed/37529204
http://dx.doi.org/10.1117/1.JBO.28.7.075005
work_keys_str_mv AT lamjesseh spectralcorrectionoflightemittingdiodesenablesaccuratehydrationratiocalculationusingnarrowbanddiffusereflectancespectroscopy
AT kimjeonghun spectralcorrectionoflightemittingdiodesenablesaccuratehydrationratiocalculationusingnarrowbanddiffusereflectancespectroscopy
AT tukelseyj spectralcorrectionoflightemittingdiodesenablesaccuratehydrationratiocalculationusingnarrowbanddiffusereflectancespectroscopy
AT kimdongbin spectralcorrectionoflightemittingdiodesenablesaccuratehydrationratiocalculationusingnarrowbanddiffusereflectancespectroscopy
AT kimsehwan spectralcorrectionoflightemittingdiodesenablesaccuratehydrationratiocalculationusingnarrowbanddiffusereflectancespectroscopy