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Deep learning segmentation of endothelial cell images using an active learning paradigm with guided label corrections.

Naomi JosephIan MarshallElizabeth FitzpatrickHarry J MenegayJonathan H LassBeth Ann M BenetzDavid L Wilson
Published in: Journal of medical imaging (Bellingham, Wash.) (2024)
Guided Correction Software can efficiently label new training data for improved deep learning performance and generalization between EC datasets.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • endothelial cells
  • machine learning
  • big data
  • electronic health record
  • data analysis
  • virtual reality
  • rna seq