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Automated Meningioma Segmentation in Multiparametric MRI : Comparable Effectiveness of a Deep Learning Model and Manual Segmentation.

Kai Roman LaukampLenhard PennigFrank ThieleRobert ReimerLukas GörtzGeorgy ShakirinDavid ZopfsMarco TimmerMichael PerkuhnJan Borggrefe
Published in: Clinical neuroradiology (2020)
Deep learning-based automated segmentation yielded high segmentation accuracy, comparable to manual interreader variability.
Keyphrases
  • deep learning
  • convolutional neural network
  • artificial intelligence
  • machine learning
  • randomized controlled trial
  • magnetic resonance imaging
  • systematic review
  • computed tomography
  • magnetic resonance
  • single cell