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The age-specific differences in histopathological tumor characteristics and TNM classification of breast carcinomas in Quality assured mamma diagnostic (QuaMaDi) program in the state of Schleswig-Holstein in Germany.

L-J KrampM MathiakH-M BehrensF W SchäferM van MackelenberghChristoph Roecken
Published in: Journal of cancer research and clinical oncology (2021)
In QuaMaDi breast cancer was diagnosed at an early and potentially curable stage of the disease due to high-quality standards in diagnostic mammography. In addition, regardless of age, an increased number of prognostically unfavorable molecular subtypes were detected. Thus, QuaMaDi helps to identify at risk populations. QuaMaDi significantly improves diagnostic mammography and complements mammography screening programs.
Keyphrases
  • contrast enhanced
  • image quality
  • quality improvement
  • machine learning
  • public health
  • magnetic resonance imaging
  • high grade
  • computed tomography
  • heat stress
  • single molecule
  • dairy cows