A graph-based spectral filtering pipeline using PageRank centrality and forward feature selection raises exosome classification accuracy to 0.76 for spectra and 0.857 for surface-averaged data under group 10-fold cross-validation.
Vibrational Spectroscopy57(2), 163–176 (2011)
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A Graph Based Raman Spectral Processing Technique for Exosome Classification
A graph-based spectral filtering pipeline using PageRank centrality and forward feature selection raises exosome classification accuracy to 0.76 for spectra and 0.857 for surface-averaged data under group 10-fold cross-validation.