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Optical diagnosis of oral cavity lesions by label-free Raman spectroscopy.

Levi MatthiesMedhanie T GebrekidanJasper F TegtmeyerNicolai OetterMaximilian RohdeTobias VollkommerRalf SmeetsWaldemar WilczakFlorian StelzleMartin GosauAndreas S BraeuerChristian Knipfer
Published in: Biomedical optics express (2021)
Oral squamous cell carcinoma (OSCC) is one of the most prevalent cancers and frequently preceded by non-malignant lesions. Using Shifted-Excitation Raman Difference Spectroscopy (SERDS), principal component and linear discriminant analysis in native tissue specimens, 9500 raw Raman spectra of OSCC, 4300 of non-malignant lesions and 4200 of physiological mucosa were evaluated. Non-malignant lesions were distinguished from physiological mucosa with a classification accuracy of 95.3% (95.4% sensitivity, 95.2% specificity, area under the curve (AUC) 0.99). Discriminating OSCC from non-malignant lesions showed an accuracy of 88.4% (93.7% sensitivity, 76.7% specificity, AUC 0.93). OSCC was identified against physiological mucosa with an accuracy of 89.8% (93.7% sensitivity, 81.0% specificity, AUC 0.90). These findings underline the potential of SERDS for the diagnosis of oral cavity lesions.
Keyphrases
  • raman spectroscopy
  • label free
  • high resolution
  • deep learning
  • risk assessment
  • climate change
  • single molecule
  • molecular dynamics
  • human health
  • ultrasound guided