Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions.
Tengfei XueFan ZhangChaoyi ZhangYuqian ChenYang SongAlexandra J. GolbyNikos MakrisYogesh RathiWeidong CaiLauren J. O'DonnellPublished in: CoRR (2022)
Keyphrases
- white matter
- deep learning
- fiber tracking
- magnetic resonance images
- human brain
- diffusion tensor mri
- fiber bundles
- unsupervised learning
- mri data
- diffusion mri
- diffusion tensor imaging
- diffusion tensor
- supervised learning
- learning algorithm
- weakly supervised
- corpus callosum
- diffusion tensor images
- machine learning
- gray matter
- dt mri
- brain tissue
- brain images
- single image
- level set
- probabilistic model
- active learning