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Nuclear membrane irregularity in high-grade urothelial carcinoma cells can be measured by using circularity and solidity as morphometric shape definitions in digital image analysis of urinary tract cytology specimens.

Samuel E HarveyChristopher J VandenBussche
Published in: Cancer cytopathology (2023)
Nuclear membrane irregularity defined by The Paris System for Reporting Urine Cytology is inherently subjective. This study identifies nuclear morphometrics that visually correlate with nuclear membrane irregularity. HGUC specimens show intercase variation in nuclear morphometrics, with some nuclei appearing remarkably regular while others show marked irregularity. A small population of irregular nuclei generates most of the intracase variation in nuclear morphometrics. These results highlight nuclear membrane irregularity as an important, but not definitive, cytomorphologic criterion in HGUC diagnosis.
Keyphrases
  • high grade
  • urinary tract
  • low grade
  • emergency department
  • squamous cell carcinoma
  • machine learning
  • gene expression
  • deep learning
  • depressive symptoms
  • genome wide
  • dna methylation
  • adverse drug