Pilot study on the value of Raman spectroscopy in the entity assignment of salivary gland tumors.

Till Jasper MeyerElena Gerhard-HartmannNina LodesAgmal ScherzadRudolf HagenMaria SteinkeStephan Hackenberg

Published in: PloS one (2021)

In this proof of concept study, we show that a reliable SGT diagnosis based on LDA algorithm appears possible, despite variations in the entity-specific mean spectra. However, a standardized workflow for tissue sample preparation, measurement setup, and chemometric algorithms is essential to get reliable results.

Keyphrases

raman spectroscopy
machine learning
deep learning
electronic health record
density functional theory
molecularly imprinted
molecular dynamics