Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans.
Alessa HeringSven KuckertzStefan HeldmannMattias P. HeinrichPublished in: Int. J. Comput. Assist. Radiol. Surg. (2019)
Keyphrases
- deformable registration
- multi modal
- mri scans
- memory efficient
- image registration
- brain images
- b spline
- deformation field
- prostate cancer
- brain tumors
- diffusion tensor
- similarity metric
- diffusion tensor imaging
- statistical shape model
- medical imaging
- x ray
- brain imaging
- high dimensional
- image processing
- mri data
- magnetic resonance images
- similarity measure
- mutual information
- model based segmentation
- medical images
- image sequences