Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation.
Ilkay ÖksüzJames R. CloughBram RuijsinkEsther Puyol-AntónAurélien BustinGastão CruzClaudia PrietoAndrew P. KingJulia A. SchnabelPublished in: CoRR (2019)
Keyphrases
- cardiac mr
- deep learning
- wall motion
- left ventricle
- nonrigid registration
- deformable models
- unsupervised learning
- mental models
- machine learning
- high resolution
- magnetic resonance
- image sequences
- motion model
- fully automatic
- three dimensional
- cardiac motion
- left ventricular
- multiscale
- object detection
- motion estimation
- level set
- optical flow
- moving objects
- medical images
- image registration
- d objects