Self-Supervised Physics-Guided Deep Learning Reconstruction For High-Resolution 3D LGE CMR.
Burhaneddin YamanChetan ShenoyZilin DengSteen MoellerHossam El-RewaidyReza NezafatMehmet AkçakayaPublished in: CoRR (2020)
Keyphrases
- deep learning
- high resolution
- low resolution
- contrast agent
- unsupervised learning
- super resolution
- affine registration
- machine learning
- unsupervised feature learning
- image processing
- accurate segmentation
- high quality
- deep architectures
- magnetic resonance images
- nonrigid registration
- mental models
- weakly supervised
- multiscale
- three dimensional
- pattern recognition