A classification of chronic rhinosinusitis with nasal polyps based on structured histopathology.

Giuseppe BresciaLara AlessandriniLuciano GiacomelliDaniela ParrinoClaudia ZanottiGiulia TealdoLeonardo FranzValentina CarraroUmberto BarionGino Marioni

Published in: Histopathology (2019)

This study shows that cluster analysis can identify different histotypes among CRSwNP patients. The next step will be to investigate, in a larger series, the clinical (e.g. prognostic) implications of identifying such homogeneous clusters of patients with CRSwNP on the basis of their structured histopathology.

Keyphrases

chronic rhinosinusitis
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
peritoneal dialysis
deep learning
prognostic factors
patient reported outcomes