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Combined proliferation and apoptosis index provides better risk stratification in breast cancer.

Asmaa IbrahimMichael S TossNehal M AtallahMansour Al SaleemAndrew R GreenEmad A Rakha
Published in: Histopathology (2023)
Apoptotic figures count provides additional prognostic value in BC when combined with MI, such a combination can be implemented to assess the behaviour of BC and provides an accurate prognostic indicator. This can be considered when using artificial intelligence algorithms to assess proliferation in BC.
Keyphrases
  • artificial intelligence
  • machine learning
  • deep learning
  • cell death
  • big data
  • signaling pathway
  • oxidative stress
  • cell cycle arrest
  • endoplasmic reticulum stress
  • high resolution
  • anti inflammatory
  • cell proliferation