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Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery

SIGNIFICANCE: Near-infrared fluorescence image-guided surgery is often thought of as a spectral imaging problem where the channel count is the critical parameter, but it should also be thought of as a multiscale imaging problem where the field of view and spatial resolution are similarly important....

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Autores principales: Blair, Steven, Garcia, Missael, Zhu, Zhongmin, Liang, Zuodong, Lew, Benjamin, George, Mebin, Kondov, Borislav, Stojanoski, Sinisa, Todorovska, Magdalena Bogdanovska, Miladinova, Daniela, Kondov, Goran, Gruev, Viktor
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9511017/
https://www.ncbi.nlm.nih.gov/pubmed/36163641
http://dx.doi.org/10.1117/1.JBO.27.9.096006
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author Blair, Steven
Garcia, Missael
Zhu, Zhongmin
Liang, Zuodong
Lew, Benjamin
George, Mebin
Kondov, Borislav
Stojanoski, Sinisa
Todorovska, Magdalena Bogdanovska
Miladinova, Daniela
Kondov, Goran
Gruev, Viktor
author_facet Blair, Steven
Garcia, Missael
Zhu, Zhongmin
Liang, Zuodong
Lew, Benjamin
George, Mebin
Kondov, Borislav
Stojanoski, Sinisa
Todorovska, Magdalena Bogdanovska
Miladinova, Daniela
Kondov, Goran
Gruev, Viktor
author_sort Blair, Steven
collection PubMed
description SIGNIFICANCE: Near-infrared fluorescence image-guided surgery is often thought of as a spectral imaging problem where the channel count is the critical parameter, but it should also be thought of as a multiscale imaging problem where the field of view and spatial resolution are similarly important. AIM: Conventional imaging systems based on division-of-focal-plane architectures suffer from a strict relationship between the channel count on one hand and the field of view and spatial resolution on the other, but bioinspired imaging systems that combine stacked photodiode image sensors and long-pass/short-pass filter arrays offer a weaker tradeoff. APPROACH: In this paper, we explore how the relevant changes to the image sensor and associated image processing routines affect image fidelity during image-guided surgeries for tumor removal in an animal model of breast cancer and nodal mapping in women with breast cancer. RESULTS: We demonstrate that a transition from a conventional imaging system to a bioinspired one, along with optimization of the image processing routines, yields improvements in multiple measures of spectral and textural rendition relevant to surgical decision-making. CONCLUSIONS: These results call for a critical examination of the devices and algorithms that underpin image-guided surgery to ensure that surgeons receive high-quality guidance and patients receive high-quality outcomes as these technologies enter clinical practice.
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spelling pubmed-95110172022-09-27 Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery Blair, Steven Garcia, Missael Zhu, Zhongmin Liang, Zuodong Lew, Benjamin George, Mebin Kondov, Borislav Stojanoski, Sinisa Todorovska, Magdalena Bogdanovska Miladinova, Daniela Kondov, Goran Gruev, Viktor J Biomed Opt Imaging SIGNIFICANCE: Near-infrared fluorescence image-guided surgery is often thought of as a spectral imaging problem where the channel count is the critical parameter, but it should also be thought of as a multiscale imaging problem where the field of view and spatial resolution are similarly important. AIM: Conventional imaging systems based on division-of-focal-plane architectures suffer from a strict relationship between the channel count on one hand and the field of view and spatial resolution on the other, but bioinspired imaging systems that combine stacked photodiode image sensors and long-pass/short-pass filter arrays offer a weaker tradeoff. APPROACH: In this paper, we explore how the relevant changes to the image sensor and associated image processing routines affect image fidelity during image-guided surgeries for tumor removal in an animal model of breast cancer and nodal mapping in women with breast cancer. RESULTS: We demonstrate that a transition from a conventional imaging system to a bioinspired one, along with optimization of the image processing routines, yields improvements in multiple measures of spectral and textural rendition relevant to surgical decision-making. CONCLUSIONS: These results call for a critical examination of the devices and algorithms that underpin image-guided surgery to ensure that surgeons receive high-quality guidance and patients receive high-quality outcomes as these technologies enter clinical practice. Society of Photo-Optical Instrumentation Engineers 2022-09-26 2022-09 /pmc/articles/PMC9511017/ /pubmed/36163641 http://dx.doi.org/10.1117/1.JBO.27.9.096006 Text en © 2022 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
Blair, Steven
Garcia, Missael
Zhu, Zhongmin
Liang, Zuodong
Lew, Benjamin
George, Mebin
Kondov, Borislav
Stojanoski, Sinisa
Todorovska, Magdalena Bogdanovska
Miladinova, Daniela
Kondov, Goran
Gruev, Viktor
Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title_full Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title_fullStr Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title_full_unstemmed Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title_short Decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
title_sort decoupling channel count from field of view and spatial resolution in single-sensor imaging systems for fluorescence image-guided surgery
topic Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9511017/
https://www.ncbi.nlm.nih.gov/pubmed/36163641
http://dx.doi.org/10.1117/1.JBO.27.9.096006
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