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A learning-based, fully automatic liver tumor segmentation pipeline based on sparsely annotated training data.

Michael GötzEric HeimKeno MärzTobias NorajitraMohammadreza HafeziNassim FardArianeb MehrabiMax KnollChristian WeberLena Maier-HeinKlaus H. Maier-Hein
Published in: Medical Imaging: Image Processing (2016)
Keyphrases
  • fully automatic
  • training data
  • learning algorithm
  • prior knowledge
  • semi automatic
  • fully automated
  • supervised learning
  • low contrast
  • tumor segmentation
  • training set
  • liver segmentation