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Uncovering additional predictors of urothelial carcinoma from voided urothelial cell clusters through a deep learning-based image preprocessing technique.

Joshua J LevyXiaoying LiuJonathan D MarottiDarcy A KerrEdward J GutmannRyan E GlassCaroline P DodgeArief A SuriawinataLouis J Vaickus
Published in: Cancer cytopathology (2022)
Markers established through techniques to separate cell clusters may have wider applicability for the design and implementation of machine learning approaches for urine cytology assessment.
Keyphrases
  • deep learning
  • machine learning
  • single cell
  • cell therapy
  • high grade
  • healthcare
  • artificial intelligence
  • stem cells
  • convolutional neural network
  • bone marrow
  • fine needle aspiration