Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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
_version_ 1783721239533060096
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
work_keys_str_mv AT yinmeifang anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT liyongming anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT luoyongquan anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT yuanmingzhou anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT armatoubaldo anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT prailariadal anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT zhanglijun anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT zhangdayong anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT weiyating anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT yangguang anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT huanglixian anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT wangpin anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT wujun anovelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT yinmeifang novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT liyongming novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT luoyongquan novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT yuanmingzhou novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT armatoubaldo novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT prailariadal novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT zhanglijun novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT zhangdayong novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT weiyating novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT yangguang novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT huanglixian novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT wangpin novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy
AT wujun novelmethodforobjectivelyrapidlyandaccuratelyevaluatingburndepthvianearinfraredspectroscopy