Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images.
Jose J. BouzaChun-Hao YangBaba C. VemuriPublished in: IPMI (2023)
Keyphrases
- deep learning
- magnetic resonance images
- diffusion weighted
- unsupervised learning
- deep architectures
- weakly supervised
- mr images
- medical images
- medical imaging
- magnetic resonance imaging
- brain atlas
- tissue segmentation
- diffusion tensor
- white matter
- brain tissue
- high resolution
- image registration
- machine learning
- mental models
- mri data
- tensor field
- diffusion coefficient
- semi supervised
- brain structures
- angular resolution
- supervised learning
- brain tumors
- anisotropic diffusion
- object recognition
- diffusion process
- dimensionality reduction
- pattern recognition
- active learning
- partial volume
- magnetic resonance