Motion correction and super-resolution for multi-slice cardiac magnetic resonance imaging via an end-to-end deep learning approach.
Zhennong ChenHui RenQuanzheng LiXiang LiPublished in: Comput. Medical Imaging Graph. (2024)
Keyphrases
- super resolution
- magnetic resonance imaging
- mri data
- left ventricle
- dce mri
- high resolution
- medical images
- low resolution
- magnetic resonance images
- fully automatic
- image reconstruction
- ct images
- medical imaging
- motion estimation
- patient specific
- image analysis
- depth map
- high quality
- anatomical structures
- image patches
- computer tomography
- deformable models
- mr images
- remote sensing
- unsupervised learning
- heart disease
- respiratory motion
- contrast agent
- region of interest
- computed tomography
- x ray
- image processing