Wavelength and model selection for hyperspectral imaging of tissue oxygen saturation

被引:13
|
作者
Chen, T. [1 ,2 ]
Yuen, P. [2 ]
Richardson, M. [2 ]
She, Z. [3 ]
Liu, G. [1 ]
机构
[1] Southwest Univ, Sch Elect & Informat Engn, Chongqing 400715, Peoples R China
[2] Cranfield Univ, Def Acad, Dept Informat & Syst Engn, Shrivenham SN6 8LA, Wilts, England
[3] Glyndwr Univ, Dept Engn, Wrexham LL11 2AW, Wales
来源
IMAGING SCIENCE JOURNAL | 2015年 / 63卷 / 05期
基金
中国国家自然科学基金;
关键词
Hyperspectral imaging; Tissue oxygen saturation; Haemoglobin oxygen saturation; Beer Lambert model; Wavelength selection; INFRARED SPECTROSCOPY; REFLECTANCE; PERFUSION; SYSTEM;
D O I
10.1179/1743131X15Y.0000000007
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
Hyperspectral imaging (HSI) is an emerging technique that is suitable for tissue oxygen saturation (StO2) assessment. In the past, different ranges of wavelengths and different Beer Lambert law models were employed for the assessment. However, the reasons why these spectral ranges and models were chosen remain unknown. The aim of the present paper is to elucidate why subsets of spectral data and modified Beer Lambert models are more suitable than others. We used four different Beer Lambert models under various subset spectral regions within 450-850 nm to deduce StO2 of a human palm under two illumination conditions. Experimental results show that the subset spectral region between 516 and 580 nm is more suitable than other subset regions to assess StO2 and that the modified Beer Lambert model using three chromophores can give the smallest fitting error. This work suggests that this subset of spectra and the modified Beer Lambert model are more appropriate for StO2 assessment using HSI.
引用
收藏
页码:290 / 295
页数:6
相关论文
共 50 条
  • [1] Efficient Mapping of Tissue Oxygen Saturation Using Hyperspectral Imaging and GAN
    Chang, Minhye
    Lee, Wonju
    Jeong, Kye Young
    Kim, Jun Wan
    Jung, Chang Hee
    IEEE ACCESS, 2024, 12 : 153822 - 153831
  • [2] Hyperspectral algorithm for mapping tissue oxygen saturation
    Beach, James M.
    Ning, JinFeng
    Khoobehi, Bahram
    2006 7TH NORDIC SIGNAL PROCESSING SYMPOSIUM, 2006, : 142 - +
  • [3] Evaluation of relative oxygen saturation in a primate model of glaucoma using hyperspectral imaging
    Beach, JM
    Khoobehi, B
    Kawano, H
    Ning, J
    Lanoue, M
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2004, 45 : U446 - U446
  • [4] Validity of retinal oxygen saturation analysis: Hyperspectral imaging in visible wavelength with fundus camera and liquid crystal wavelength tunable filter
    Yoko Hirohara
    Yoshitaka OKawa
    Toshifumi Mihashi
    Tatsuo Yamaguchi
    Naoki Nakazawa
    Yasuko Tsuruga
    Hiroyuki Aoki
    Naoyuki Maeda
    Ichiro Uchida
    Takashi Fujikado
    Optical Review, 2007, 14
  • [5] Validity of retinal oxygen saturation analysis: Hyperspectral imaging in visible wavelength with fundus camera and liquid crystal wavelength tunable filter
    Hirohara, Yoko
    Okawa, Yoshitaka
    Mihashi, Toshifumi
    Yamaguchi, Tatsuo
    Nakazawa, Naoki
    Tsuruga, Yasuko
    Aoki, Hiroyuki
    Maeda, Naoyuki
    Uchida, Ichiro
    Fujikado, Takashi
    OPTICAL REVIEW, 2007, 14 (03) : 151 - 158
  • [6] Hyperspectral imaging combined with blood oxygen saturation for in vivo analysis of small intestinal necrosis tissue
    Zhou, Yao
    Zhang, LeChao
    Huang, DanFei
    Zhang, Yong
    Zhu, LiBin
    Chen, Xiaoqing
    Cui, Guihua
    Chen, Qifan
    Chen, XiaoJing
    Ali, Shujat
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2024, 315
  • [7] Hyperspectral imaging for measurement of oxygen saturation in the optic nerve head
    Khoobehi, B
    Beach, JM
    Kawano, H
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2004, 45 (05) : 1464 - 1472
  • [8] Differences in retinal oxygen saturation in rat measured with hyperspectral imaging
    Qian, JX
    Leder, HA
    Ning, J
    Andara, L
    Beach, JM
    Khoobehi, B
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2005, 46
  • [9] The Wavelength Selection for Calibrating Non-Contact Detection of Blood Oxygen Saturation using Imaging Photoplethysmography
    Foroughian, Farnaz
    Bauder, Chandler J.
    Fathy, Aly E.
    Theilmann, Paul T.
    2018 UNITED STATES NATIONAL COMMITTEE OF URSI NATIONAL RADIO SCIENCE MEETING (USNC-URSI NRSM), 2018,
  • [10] Wavelength Selection in Hyperspectral Imaging for Prediction Banana Fruit Quality
    Saputro, Adhi Harmoko
    Handayani, Windri
    2017 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATICS (ICELTICS), 2017, : 226 - 230