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Rapid Analysis of High-Dimensional Bioprocesses Using Multivariate Spectroscopies and Advanced Chemometrics

  • A. D. Shaw
  • M. K. Winson
  • A. M. Woodward
  • A. C. McGovern
  • H. M. Davey
  • N. Kaderbhai
  • D. Broadhurst
  • R. J. Gilbert
  • J. Taylor
  • É. M. Timmins
  • R. Goodacre
  • D. B. Kell
  • B. K. Alsberg
  • J. J. Rowland
Chapter
Part of the Advances in Biochemical Engineering/Biotechnology book series (ABE, volume 66)

Abstract

There are an increasing number of instrumental methods for obtaining data from biochemical processes, many of which now provide information on many (indeed many hundreds) of variables simultaneously. The wealth of data that these methods provide, however, is useless without the means to extract the required information. As instruments advance, and the quantity of data produced increases, the fields of bioinformatics and chemometrics have consequently grown greatly in importance.

Keywords

Vibrational spectroscopy Mass spectrometry Dielectric spectroscopy Flow Cytometry Chemometrics 

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Copyright information

© Springer-Verlag Berlin Heidelberg 1999

Authors and Affiliations

  • A. D. Shaw
    • 1
  • M. K. Winson
    • 1
  • A. M. Woodward
    • 1
  • A. C. McGovern
    • 1
  • H. M. Davey
    • 1
  • N. Kaderbhai
    • 1
  • D. Broadhurst
    • 1
  • R. J. Gilbert
    • 1
  • J. Taylor
    • 1
  • É. M. Timmins
    • 1
  • R. Goodacre
    • 1
  • D. B. Kell
    • 1
  • B. K. Alsberg
    • 2
  • J. J. Rowland
    • 2
  1. 1.Institute of Biological SciencesUniversity of WalesAberystwythUK
  2. 2.Dept. of Computer ScienceUniversity of WalesAberystwythUK

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