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BRCA1 protein expression and subcellular localization in primary breast cancer: Automated digital microscopy analysis of tissue microarrays.

Abeer M MahmoudVirgilia MaciasUmaima Al-AlemRyan J DeatonAndre Kadjaksy-BallaPeter H GannGarth H Rauscher
Published in: PloS one (2017)
Findings of this study indicate that alterations in BRCA1 protein expression and subcellular localization in breast cancer correlate with poor prognostic markers and aggressive tumor features. Further large-scale studies are required to assess the potential relevance of BRCA1 protein expression and localization in routine classification of breast cancer.
Keyphrases
  • breast cancer risk
  • machine learning
  • deep learning
  • high throughput
  • high resolution
  • optical coherence tomography
  • risk assessment
  • label free