Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.
Yuqian ChenChaoyi ZhangYang SongNikos MakrisYogesh RathiWeidong CaiFan ZhangLauren J. O'DonnellPublished in: MICCAI (7) (2021)
Keyphrases
- white matter
- deep learning
- unsupervised learning
- deep architectures
- magnetic resonance images
- human brain
- diffusion tensor
- diffusion tensor imaging
- unsupervised feature learning
- mri data
- weakly supervised
- fiber tracking
- corpus callosum
- particle filtering
- deep belief networks
- supervised learning
- brain images
- gray matter
- brain tissue
- diffusion tensor images
- fiber bundles
- cortical thickness
- diffusion mri
- clustering algorithm
- tensor field
- dimensionality reduction
- semi supervised
- machine learning
- mental models
- expectation maximization
- topic models
- dt mri
- atlas construction
- diffusion weighted
- brain white matter