A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy

Meifang Yin; Yongming Li; Yongquan Luo; Mingzhou Yuan; Ubaldo Armato; Ilaria Dal Prà; Lijun Zhang; Dayong Zhang; Yating Wei; Guang Yang; Lixian Huang; Pin Wang; Jun Wu

doi:10.1093/burnst/tkab014

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A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy

更新时间：2022-06-14

- A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy
- A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy
- Burns & Trauma 2021年9卷第1期
- 作者机构：
  
  1. Department of Burn and Plastic Surgery
  2. The First Affiliated Hospital of Shenzhen University
  3. School of Microelectronics and Communication Engineering
  4. Chongqing University
  5. Institute of Fluid Physics
  6. China Academy of Engineering Physics
  7. Department of Burn Surgery
  8. Human Histology & Embryology Section
  9. University of Verona Medical School
- 作者简介：
- 基金信息：
  
  This work was supported by grants from the National Natural Science Foundation of China (No. 81701904).
- DOI：10.1093/burnst/tkab014
  中图分类号：
- 纸质出版日期：2021，
  
  网络出版日期：2021-7-9，
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Meifang Yin, Yongming Li, Yongquan Luo, 等. A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy[J]. Burns & Trauma, 2021,9(1).

Meifang Yin, Yongming Li, Yongquan Luo, Mingzhou Yuan, Ubaldo Armato, Ilaria Dal Prà, Lijun Zhang, Dayong Zhang, Yating Wei, Guang Yang, Lixian Huang, Pin Wang, Jun Wu, A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy, Burns & Trauma, Volume 9, 2021, tkab014, https://doi.org/10.1093/burnst/tkab014
Meifang Yin, Yongming Li, Yongquan Luo, 等. A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy[J]. Burns & Trauma, 2021,9(1). DOI： 10.1093/burnst/tkab014.

Meifang Yin, Yongming Li, Yongquan Luo, Mingzhou Yuan, Ubaldo Armato, Ilaria Dal Prà, Lijun Zhang, Dayong Zhang, Yating Wei, Guang Yang, Lixian Huang, Pin Wang, Jun Wu, A novel method for objectively, rapidly and accurately evaluating burn depth via near infrared spectroscopy, Burns & Trauma, Volume 9, 2021, tkab014, https://doi.org/10.1093/burnst/tkab014 DOI：

摘要

Abstract

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.

关键词

Keywords

Burn depthNear infrared spectroscopySupport vector regression

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