Self-Supervised Physics-Guided Deep Learning Reconstruction for High-Resolution 3D LGE CMR.
Burhaneddin YamanChetan ShenoyZilin DengSteen MoellerHossam El-RewaidyReza NezafatMehmet AkçakayaPublished in: ISBI (2021)
Keyphrases
- deep learning
- high resolution
- low resolution
- super resolution
- contrast agent
- unsupervised feature learning
- unsupervised learning
- affine registration
- image processing
- weakly supervised
- machine learning
- high quality
- mental models
- deep architectures
- left ventricle
- accurate segmentation
- magnetic resonance images
- three dimensional
- input image
- face images
- data mining