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Model-based pre-processing in Raman spectroscopy of biological samples

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Kjetil Aune

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kjetil.aune@nofima.no

Journal of Raman Spectroscopy ; Volume 47. p. 643–650. 2016

Liland, Kristian Hovde; Kohler, Achim; Afseth, Nils Kristian

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.

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