4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics.
Edward FerdianAvan SuinesiaputraDavid DubowitzDebbie ZhaoAlan WangBrett R. CowanAlistair A. YoungPublished in: CoRR (2020)
Keyphrases
- computational fluid dynamics
- super resolution
- deep learning
- high resolution
- phase contrast
- blood flow
- patient specific
- low resolution
- numerical simulations
- unsupervised learning
- scientific data
- motion estimation
- high quality
- machine learning
- single image
- velocity field
- medical images
- image patches
- image processing
- high dimensional
- higher order
- image features
- heat transfer
- three dimensional