Artificial neural networks applied to FTIR and FT-Raman spectra in biomedical applications

被引:3
|
作者
Schmitt, J [1 ]
Udelhoven, T [1 ]
Lochte, T [1 ]
Flemming, HC [1 ]
Naumann, D [1 ]
机构
[1] Univ Duisburg Gesamthsch, Dept Aquat Microbiol, Spect Grp, D-4100 Duisburg, Germany
来源
关键词
D O I
10.1063/1.55816
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Biomedical applications of vibrational spectroscopy developed for routine analysis reqiure reliable methods for data evaluation. Artificial neural networks open a new perspective for the spectra differentiation and identification of biologic samples with their small spectral variance. Spectral libraries based on different combined neural networks have been developed using ET-IR and FT-Raman spectra for bacteria and yeast identification.
引用
收藏
页码:260 / 263
页数:4
相关论文
共 50 条
  • [31] FTIR, FT-Raman spectra and ab initio, DFT vibrational analysis of 2,4-dinitrophenylhydrazine
    Sundaraganesan, N.
    Ayyappan, S.
    Umamaheswari, H.
    Joshua, B. Dominic
    [J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2007, 66 (01) : 17 - 27
  • [32] On the Use of Artificial Neural Networks for Biomedical Applications
    Ruano, Maria Graca
    Ruano, Antonio E.
    [J]. SOFT COMPUTING APPLICATIONS, 2013, 195 : 433 - 451
  • [33] Applications of FT-Raman spectroscopy in the pharmaceutical industry
    Petty, CJ
    Bugay, DE
    Findlay, WP
    Rodriguez, C
    [J]. SPECTROSCOPY, 1996, 11 (05) : 41 - 45
  • [34] FT-RAMAN SPECTROSCOPY - APPLICATIONS IN HAIR RESEARCH
    PANDE, CM
    [J]. JOURNAL OF THE SOCIETY OF COSMETIC CHEMISTS, 1994, 45 (05): : 257 - 268
  • [35] FT-Raman and FTIR spectra of photoactive aminobenzazole derivatives in the solid state: A combined experimental and theoretical study
    Alves, Rodrigo Martins
    Rodembusch, Fabiano Severo
    Habis, Charles
    Moreira, Eduardo Ceretta
    [J]. MATERIALS CHEMISTRY AND PHYSICS, 2014, 148 (03) : 833 - 840
  • [36] Quantum Chemical Vibrational Study, FTIR and FT-Raman Spectra of 1,3-Diphenyl Propenone
    Haldorai, Revathi
    Thirumalaikumar, M.
    Sampathkrishnan, S.
    Charanya, C.
    Balamurugan, N.
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2019, 39 (12) : 3932 - 3939
  • [37] Quantum Chemical Vibrational Study, FTIR and FT-Raman Spectra of 1,3-Diphenyl Propenone
    Revathi Haldorai
    M.Thirumalaikumar
    S.Sampathkrishnan
    C.Charanya
    N.Balamurugan
    [J]. 光谱学与光谱分析, 2019, 39 (12) : 3932 - 3939
  • [38] Quantum chemical calculations and analysis of FTIR, FT-Raman and UV-Vis spectra of temozolomide molecule
    Bhat, Sheeraz Ahmad
    Ahmad, Shabbir
    [J]. JOURNAL OF MOLECULAR STRUCTURE, 2015, 1099 : 453 - 462
  • [39] FT-Raman and SERS spectra of rivanol in silver sol
    Iliescu, T
    Cinta, S
    Kiefer, W
    [J]. TALANTA, 2000, 53 (01) : 121 - 124
  • [40] The Analysis of Radix Aconiti Kusnezoffii by FT-Raman Spectra
    Xiong, Ping
    Guo, Ping
    Zhou, Qun
    [J]. Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis, 2002, 22 (03): : 5 - 418