Optimizing Loss Function for Uni-modal and Multi-modal Medical Registration.
Zi LiXin FanRisheng LiuZhongxuan LuoPublished in: CICAI (2021)
Keyphrases
- loss function
- uni modal
- multi modal
- multi modality
- pairwise
- image registration
- learning to rank
- support vector
- medical data
- regularization term
- risk minimization
- cross modal
- medical imaging
- reproducing kernel hilbert space
- convex loss functions
- mean shift
- image annotation
- high dimensional
- single modality
- similarity measure
- mutual information
- deformation field
- linear transformation
- deformable registration