Model-based pre-processing in Raman spectroscopy of biological samples
Publication details
Journal : Journal of Raman Spectroscopy , vol. 47 , p. 643–650 , 2016
International Standard Numbers
:
Printed
:
0377-0486
Electronic
:
1097-4555
Publication type : Academic article
Issue : 6
Links
:
ARKIV
:
http://hdl.handle.net/11250/24...
DOI
:
doi.org/10.1002/jrs.4886
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Kjetil Aune
Chief Librarian
kjetil.aune@nofima.no
Summary
Model-based pre-processing has become wide spread in spectroscopy and is the standard procedure in Fourier-transform infrared spectroscopy. It has also been shown to give valuable contributions in Raman spectroscopy. Extended multiplicative signal correction is flexible enough to handle varying fluorescence background and take into account individual variations in baselines while still keeping enough rigidity through reference spectra and model fitting to avoid degenerate solutions and overfitting, when used correctly. We demonstrate the basic extended multiplicative signal correction method and some extensions, including a novel shift correction, on real Raman data to demonstrate effects on visual appearance, replicate variation and prediction. Comparisons with other standard correction methods are also shown and discussed.
