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Impact of Breast Tumor Onset on Blood Count, Carcinoembryonic Antigen, Cancer Antigen 15-3 and Lymphoid Subpopulations Supported by Automatic Classification Approach: A Pilot Study.

Simona BaseliceRossana CastaldoRosa GiannatiempoGiovanni CasarettaMonica FranzeseMarco SalvatorePeppino Mirabelli
Published in: Cancer control : journal of the Moffitt Cancer Center (2022)
This preliminary study confirms the ability of malignant BC to determine systemic modifications. The stratification of malignant BC cases according to the Ki-67 proliferation marker highlighted increasing detectable alterations in the periphery of women with aggressive BC. The advent of novel and more sensitive biomarkers, as well as deep immunophenotyping technologies, will provide additional insights for describing the relationship between tumor onset and peripheral alterations.
Keyphrases
  • deep learning
  • machine learning
  • papillary thyroid
  • signaling pathway
  • squamous cell carcinoma
  • flow cytometry
  • peripheral blood
  • lymph node
  • radiation therapy