Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.
Yuqian ChenChaoyi ZhangYang SongNikos MakrisYogesh RathiTom Weidong CaiFan ZhangLauren J. O'DonnellPublished in: CoRR (2021)
Keyphrases
- white matter
- deep learning
- unsupervised learning
- deep architectures
- magnetic resonance images
- human brain
- unsupervised feature learning
- mri data
- diffusion tensor imaging
- diffusion tensor
- weakly supervised
- deep belief networks
- machine learning
- corpus callosum
- brain images
- diffusion tensor images
- fiber tracking
- gray matter
- dt mri
- semi supervised
- supervised learning
- cortical thickness
- fiber bundles
- image segmentation
- k means
- brain tissue
- diffusion mri
- brain white matter
- high angular resolution diffusion imaging
- clustering algorithm
- object recognition
- multiscale
- pairwise
- diffusion weighted
- mental models
- expectation maximization
- information processing
- model selection