Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction.
Ilkay ÖksüzJames R. CloughAurélien BustinGastão CruzClaudia PrietoRené M. BotnarDaniel RueckertJulia A. SchnabelAndrew P. KingPublished in: MLMIR@MICCAI (2018)
Keyphrases
- deep learning
- cardiac mr
- wall motion
- machine learning
- left ventricle
- unsupervised learning
- deformable models
- motion model
- nonrigid registration
- motion estimation
- weakly supervised
- mental models
- image reconstruction
- motion analysis
- image sequences
- reconstruction process
- three dimensional
- motion field
- optical flow
- human motion
- fully automatic
- high resolution
- cardiac motion
- moving objects
- similarity measure