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A review of current biomarkers in chronic rhinosinusitis with or without nasal polyps.

Tsuguhisa NakayamaShin-Ichi Haruna
Published in: Expert review of clinical immunology (2023)
Endotypes in CRS have still being established, and biomarkers capable of identifying endotypes of CRS are not yet clear. When identifying endotype-based biomarkers, it is necessary to first identify endotypes clarified by cluster analysis for outcomes. With the application of machine learning, the idea of predicting outcomes using a combination of multiple integrated biomarkers, rather than a single biomarker, will become mainstream.
Keyphrases
  • chronic rhinosinusitis
  • machine learning
  • type diabetes
  • adipose tissue
  • metabolic syndrome
  • artificial intelligence
  • big data