Applied Optics · 2014 · 35 citations · 43 references
Natural SciencesChemistryElemental AnalysisSpectroscopic AnalysisSpectroscopyAtomic Emission SpectroscopyCaries DetectionEmission SpectroscopyLaser-tissue InteractionElemental Abundance AnalysisLaser DrillingLaser-induced BreakdownLaser-induced Breakdown SpectroscopyOptical BreakdownPartial Least Squares Discriminant AnalysisPlasma Emission SpectroscopyStatistical Discriminant Analysis
In the laser drilling of teeth, a microplasma is generated which may be utilized for elemental analysis of ablated tissue via a laser-induced breakdown spectroscopy (LIBS) technique. In this study, LIBS is used to investigate the possibility of discrimination of healthy and carious tooth tissues. This possibility is examined using multivariate statistical analysis called partial least square discriminant analysis (PLS-DA) based on atomic and ionic emission lines of teeth LIBS spectra belonging to P, Ca, Mg, Zn, K, Sr, C, Na, H, and O elements. Results show an excellent discrimination and prediction of unknown tooth tissues. It is shown that using the PLS-DA method, the spectroscopic analysis of plasma emission during the laser drilling, would be a promising technique for caries detection.
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Partial least squares for discrimination
Matthew L Barker, William S. Rayens · Journal of Chemometrics · 2003 · 2.8K citations
Laser Induced Breakdown Spectroscopy
Célio Pasquini, Juliana Cortez, Lucas M.C. Silva et al. · Journal of the Brazilian Chemical Society · 2007 · 1K citations · Full text
Impact of the Laser on Dental Caries
Leon Goldman, Peter Hornby, Robert G. Meyer et al. · Nature · 1964 · 282 citations