Unsupervised Domain Adaptation With Optimal Transport in Multi-Site Segmentation of Multiple Sclerosis Lesions From MRI Data.
Antoine AckaouyNicolas CourtyEmmanuel ValléeOlivier CommowickChristian BarillotFrancesca GalassiPublished in: Frontiers Comput. Neurosci. (2020)
Keyphrases
- mri data
- multiple sclerosis lesions
- magnetic resonance images
- multi site
- fully automatic
- magnetic resonance imaging
- white matter
- mr images
- mri scans
- grey matter
- medical images
- mri images
- partial volume
- intensity distribution
- brain mri
- brain structures
- dt mri
- medical imaging
- dce mri
- brain tissue
- synthetic data
- magnetic resonance
- region growing
- brain tumors
- diffusion tensor
- image segmentation
- medical image analysis
- anatomical structures
- semi automatic
- segmentation method
- segmentation algorithm
- high resolution
- geographically distributed
- accurate segmentation
- corpus callosum
- gray matter
- partial volume effects
- three dimensional