Evaluation of the impact of domain adaptation on segmentation of Multiple Sclerosis lesions in MRI.
Isabella Medeiros de SousaMarcela de OliveiraPaulo Noronha Lisboa-FilhoJaime dos Santos CardosoPublished in: BIBM (2021)
Keyphrases
- multiple sclerosis lesions
- domain adaptation
- magnetic resonance images
- brain structures
- medical images
- magnetic resonance imaging
- brain mri
- grey matter
- mr images
- medical imaging
- mri images
- image segmentation
- cross domain
- labeled data
- brain tumors
- semi supervised
- white matter
- semi supervised learning
- partial volume
- transfer learning
- multiple sources
- brain tissue
- sentiment classification
- computer vision
- partial volume effects
- high resolution
- level set
- quantitative analysis
- mri data
- image registration
- segmentation algorithm
- data points
- document classification
- human brain
- training set
- deformable models