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: Medical Image Anal. (2023)
Keyphrases
- white matter
- deep learning
- fiber tracking
- magnetic resonance images
- human brain
- diffusion tensor mri
- diffusion tensor imaging
- mri data
- fiber bundles
- unsupervised learning
- diffusion tensor
- weakly supervised
- supervised learning
- learning algorithm
- diffusion mri
- corpus callosum
- dt mri
- diffusion tensor images
- brain tissue
- decision making
- brain images
- gray matter
- active learning
- fiber tracts
- semi supervised
- high angular resolution diffusion imaging
- image segmentation
- information processing