Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis.
Chengjia WangGuang YangGiorgos PapanastasiouPublished in: CoRR (2022)
Keyphrases
- brain image analysis
- image registration
- image analysis
- mutual information
- multi modality
- patient specific
- unsupervised learning
- computer vision
- affine transformation
- semi supervised
- coarse to fine
- machine learning
- nonrigid registration
- data driven
- image alignment
- medical image registration
- left ventricle
- three dimensional
- medical imaging
- image processing
- supervised learning
- respiratory motion
- image matching
- registration accuracy
- neural network
- soft tissue
- log polar
- similarity measure
- image pairs
- heart disease
- image reconstruction
- wall motion
- tagged mri
- automatic image registration
- magnetic resonance