New loss functions for medical image registration based on VoxelMorph.
Yongpei ZhuZicong ZhouGuojun LiaoKehong YuanPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- loss function
- medical image registration
- mutual information
- image registration
- multiresolution
- multi modality
- medical images
- pairwise
- elastic image registration
- support vector
- learning to rank
- multi modal
- risk minimization
- squared error
- loss minimization
- reproducing kernel hilbert space
- regularization term
- convex loss functions
- pairwise constraints
- normalized mutual information
- hinge loss
- deformable registration