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A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy
The accurate and objective evaluation of burn depth is a significant challenge in burn wound care. Herein, we used near infrared spectroscopy (NIRS) technology to measure the different depth of thermal burns in ex vivo porcine models. Based on the intensity of the spectral signals and the diffuse re...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272531/ https://www.ncbi.nlm.nih.gov/pubmed/34258302 http://dx.doi.org/10.1093/burnst/tkab014 |
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author | Yin, Meifang Li, Yongming Luo, Yongquan Yuan, Mingzhou Armato, Ubaldo Prà, Ilaria Dal Zhang, Lijun Zhang, Dayong Wei, Yating Yang, Guang Huang, Lixian Wang, Pin Wu, Jun |
author_facet | Yin, Meifang Li, Yongming Luo, Yongquan Yuan, Mingzhou Armato, Ubaldo Prà, Ilaria Dal Zhang, Lijun Zhang, Dayong Wei, Yating Yang, Guang Huang, Lixian Wang, Pin Wu, Jun |
author_sort | Yin, Meifang |
collection | PubMed |
description | The accurate and objective evaluation of burn depth is a significant challenge in burn wound care. Herein, we used near infrared spectroscopy (NIRS) technology to measure the different depth of thermal burns in ex vivo porcine models. Based on the intensity of the spectral signals and the diffuse reflection theory, we extracted the optical parameters involved in functional (total hemoglobin and water content) and structural (tissue scattered size and scattered particles) features that reflect the changes in burn depth. Next, we applied support vector regression to construct a model including the optical property parameters and the burn depth. Finally, we histologically verified the burn depth data collected via NIRS. The results showed that our inversion model could achieve an average relative error of about 7.63%, while the NIRS technology diagnostic accuracy was in the range of 50 μm. For the first time, this novel technique provides physicians with real-time burn depth information objectively and accurately. |
format | Online Article Text |
id | pubmed-8272531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-82725312021-07-12 A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy Yin, Meifang Li, Yongming Luo, Yongquan Yuan, Mingzhou Armato, Ubaldo Prà, Ilaria Dal Zhang, Lijun Zhang, Dayong Wei, Yating Yang, Guang Huang, Lixian Wang, Pin Wu, Jun Burns Trauma Technical Report The accurate and objective evaluation of burn depth is a significant challenge in burn wound care. Herein, we used near infrared spectroscopy (NIRS) technology to measure the different depth of thermal burns in ex vivo porcine models. Based on the intensity of the spectral signals and the diffuse reflection theory, we extracted the optical parameters involved in functional (total hemoglobin and water content) and structural (tissue scattered size and scattered particles) features that reflect the changes in burn depth. Next, we applied support vector regression to construct a model including the optical property parameters and the burn depth. Finally, we histologically verified the burn depth data collected via NIRS. The results showed that our inversion model could achieve an average relative error of about 7.63%, while the NIRS technology diagnostic accuracy was in the range of 50 μm. For the first time, this novel technique provides physicians with real-time burn depth information objectively and accurately. Oxford University Press 2021-07-09 /pmc/articles/PMC8272531/ /pubmed/34258302 http://dx.doi.org/10.1093/burnst/tkab014 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Technical Report Yin, Meifang Li, Yongming Luo, Yongquan Yuan, Mingzhou Armato, Ubaldo Prà, Ilaria Dal Zhang, Lijun Zhang, Dayong Wei, Yating Yang, Guang Huang, Lixian Wang, Pin Wu, Jun A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title | A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title_full | A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title_fullStr | A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title_full_unstemmed | A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title_short | A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
title_sort | novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy |
topic | Technical Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272531/ https://www.ncbi.nlm.nih.gov/pubmed/34258302 http://dx.doi.org/10.1093/burnst/tkab014 |
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