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Determining breast cancer biomarker status and associated morphological features using deep learning.

Paul GambleRonnachai JaroensriHongwu WangFraser TanMelissa MoranTrissia BrownIsabelle Flament-AuvigneEmad A RakhaMichael TossDavid J DabbsPeter RegitnigNiels OlsonJames H WrenCarrie RobinsonGreg S CorradoLily H PengYuan LiuCraig H MermelDavid F SteinerPo-Hsuan Cameron Chen
Published in: Communications medicine (2021)
This study presents rapid breast cancer biomarker estimation from routine H&E slides and builds on prior advances by prioritizing interpretability of computationally learned features in the context of existing pathological knowledge.
Keyphrases
  • deep learning
  • healthcare
  • machine learning
  • loop mediated isothermal amplification
  • quantum dots