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Automated assessment of Ki-67 in breast cancer: the utility of digital image analysis using virtual triple staining and whole slide imaging.

Akira I HidaDzenita OmanovicLars PedersenYumi OshiroTakashi OguraTsunehisa NomuraJunichi KurebayashiNaoki KanomataTakuya Moriya
Published in: Histopathology (2020)
Digital image analysis yielded similar results to the scores determined by experienced pathologists. The prognostic utility was verified in our cohort, and an automated process is expected to have high reproducibility. Although some pitfalls were confirmed and thus need to be monitored by laboratory staff, the application could be utilised for the assessment of BC.
Keyphrases
  • machine learning
  • deep learning
  • neoadjuvant chemotherapy
  • young adults
  • photodynamic therapy
  • long term care