Distinguishing tumor from healthy tissue in human liver ex vivo using machine learning and multivariate analysis of diffuse reflectance spectra

被引:0
|
作者
Reistad, Nina [1 ]
Sturesson, Christian [2 ]
机构
[1] Department of Physics, Lund University, Lund, Sweden
[2] Division of Surgery, Department of Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
来源
Journal of Biophotonics | 2022年 / 15卷 / 10期
关键词
Number: 654148,871124, Acronym: -, Sponsor: -; Number:; -; Acronym:; EC; Sponsor: European Commission; VR; Sponsor:; Vetenskapsrådet; Sponsor: Kungliga Fysiografiska Sällskapet i Lund; Horizon; 2020; SUS; Sponsor: Skånes universitetssjukhus;
D O I
暂无
中图分类号
学科分类号
摘要
Discriminant analysis
引用
收藏
相关论文
共 50 条
  • [1] Distinguishing tumor from healthy tissue in human liver ex vivo using machine learning and multivariate analysis of diffuse reflectance spectra
    Reistad, Nina
    Sturesson, Christian
    JOURNAL OF BIOPHOTONICS, 2022, 15 (10)
  • [2] Multivariate Data Analysis on Tissue Diffuse Reflectance Spectra for Diagnostic Applications
    Prince, Shanthi
    Malarvizhi, S.
    OPTICS: PHENOMENA, MATERIALS, DEVICES, AND CHARACTERIZATION: OPTICS 2011: INTERNATIONAL CONFERENCE ON LIGHT, 2011, 1391
  • [3] Diffuse reflectance and machine learning techniques to differentiate colorectal cancer ex vivo
    Fernandes, Luis
    Carvalho, Sonia
    Carneiro, Isa
    Henrique, Rui
    Tuchin, Valery V.
    Oliveira, Helder P.
    Oliveira, Luis M.
    CHAOS, 2021, 31 (05)
  • [4] Machine learning classification of human joint tissue from diffuse reflectance spectroscopy data
    Gunaratne, Rajitha
    Monteath, Isaac
    Goncalves, Joshua
    Sheh, Raymond
    Ironside, Charles N.
    Kapfer, Michael
    Chipper, Richard
    Robertson, Brett
    Khan, Riaz
    Fick, Daniel
    BIOMEDICAL OPTICS EXPRESS, 2019, 10 (08): : 3889 - 3898
  • [5] Applicability of diffusion approximation in analysis of diffuse reflectance spectra from healthy human skin
    Naglic, Peter
    Vidovic, Luka
    Milanic, Matija
    Randeberg, Lise L.
    Majaron, Boris
    BIOPHOTONICS - RIGA 2013, 2013, 9032
  • [6] Intraoperative tumor margin assessment using diffuse reflectance spectroscopy: the effect of electrosurgery on tissue discrimination using ex vivo animal tissue models
    Amiri, Sara Azizian
    Van Gent, Carlijn M.
    Dankelman, Jenny
    Hendriks, Benno H. W.
    BIOMEDICAL OPTICS EXPRESS, 2020, 11 (05) : 2402 - 2415
  • [7] Suitability of diffusion approximation for an inverse analysis of diffuse reflectance spectra from human skin in vivo
    Naglic, Peter
    Vidovic, Luka
    Milanic, Matija
    Randeberg, Lise L.
    Majaron, Boris
    OSA CONTINUUM, 2019, 2 (03) : 905 - 922
  • [8] Optical properties of normal and thermally coagulated chicken liver tissue measured ex-vivo with diffuse reflectance
    M. Hafeez-Ullah
    S. Atif
    M. S. Firdous
    M. Y. Mehmood
    M. Hamza
    G. Imran
    M. Hussain
    Optics and Spectroscopy, 2011, 110 : 313 - 319
  • [9] Optical properties of normal and thermally coagulated chicken liver tissue measured ex-vivo with diffuse reflectance
    Hafeez-Ullah
    Atif, M.
    Firdous, S.
    Mehmood, M. S.
    Hamza, M. Y.
    Imran, M.
    Hussain, G.
    Ikram, M.
    OPTICS AND SPECTROSCOPY, 2011, 110 (02) : 313 - 319
  • [10] Spectral in vivo signature of carotenoids in visible light diffuse reflectance from skin in comparison to ex vivo absorption spectra
    Andree, Stefan
    Reble, Carina
    Helfmann, Jürgen
    Photonics and Lasers in Medicine, 2013, 2 (04): : 323 - 335