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Multivariate analysis of 3D ToF-SIMS images: method validation and application to cultured neuronal networks
S Van Nuffel1, C Parmenter, D J Scurr
1Laboratory of Biophysics and Surface Analysis, School of Pharmacy, Boots Science Building, University of Nottingham, University Park, Nottingham NG72RD, UK.
Abstract:
Advanced data analysis tools are crucial for the application of ToF-SIMS analysis to biological samples. Here, we demonstrate that by using a training set approach principal components analysis (PCA) can be performed on large 3D ToF-SIMS images of neuronal cell cultures. The method readily provides access to sample component information and significantly improves the images' signal-to-noise ratio (SNR).
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