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Assessing the surveillance use of 2018 EFP/AAP classification of periodontitis: A validation study and clustering analysis.

Mi DuYuanqiu MoAn LiShaohua GeMarco A Peres
Published in: Journal of periodontology (2023)
The validity of the 2018 EFP/AAP classification was verified by the unsupervised clustering method, which performed better in distinguishing "periodontitis cases" than classifying the general population. For surveillance purposes, the 2012 CDC/AAP definition showed a higher agreement level with the clustering method than the 2018 EFP/AAP classification.
Keyphrases
  • machine learning
  • deep learning
  • single cell
  • public health
  • rna seq
  • cell proliferation
  • cell cycle