Super-Resolution of Cardiac MR Cine Imaging using Conditional GANs and Unsupervised Transfer Learning.
Yan XiaNishant RavikumarJohn P. GreenwoodStefan NeubauerSteffen E. PetersenAlejandro F. FrangiPublished in: Medical Image Anal. (2021)
Keyphrases
- cardiac mr
- transfer learning
- super resolution
- high resolution
- resolution enhancement
- low resolution
- nonrigid registration
- wall motion
- deformable models
- left ventricle
- labeled data
- semi supervised
- image restoration
- machine learning
- clinical applications
- reinforcement learning
- image reconstruction
- semi supervised learning
- active learning
- unsupervised learning
- high quality
- magnetic resonance
- higher resolution
- motion estimation
- medical imaging
- medical images
- image analysis
- supervised learning
- image registration
- text classification
- remote sensing
- depth map
- mr images
- collaborative filtering
- image processing
- computer vision
- text mining
- face images
- deformation field
- high dimensional
- learning algorithm