Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning.

Ilkay ÖksüzBram RuijsinkEsther Puyol-AntónJames R. CloughGastão CruzAurélien BustinClaudia PrietoRené M. BotnarDaniel RueckertJulia A. SchnabelAndrew P. King
Published in: Medical Image Anal. (2019)
Keyphrases
  • prior knowledge
  • image data
  • synthetic data
  • image processing
  • motion estimation
  • particle filter
  • sufficient conditions
  • prior information
  • human motion
  • nonrigid registration
  • wall motion
  • cardiac mr