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Visual histological assessment of morphological features reflects the underlying molecular profile in invasive breast cancer: a morphomolecular study.

Emad A RakhaMansour AlsaleemKhloud A ElSharawyMichael S TossSara RaafatRaluca MihaiFayyaz A MinhasAndrew R GreenNasir M RajpootLeslie W DaltonNigel P Mongan
Published in: Histopathology (2020)
Morphological features are probably related to distinct underlying molecular profiles that drive both morphology and behaviour. This study provides further evidence to support the use of image-based analysis of WSIs, including artificial intelligence algorithms, to predict tumour molecular profiles and outcome.
Keyphrases
  • artificial intelligence
  • machine learning
  • deep learning
  • big data
  • single molecule