MRI white matter lesion segmentation using an ensemble of neural networks and overcomplete patch-based voting.
José V. ManjónPierrick CoupéParnesh RanigaYing XiaPatricia M. DesmondJurgen FrippOlivier SalvadoPublished in: Comput. Medical Imaging Graph. (2018)
Keyphrases
- multiple sclerosis
- white matter
- lesion segmentation
- magnetic resonance images
- mri data
- human brain
- magnetic resonance imaging
- diffusion tensor
- brain tissue
- medical images
- natural images
- brain mri
- grey matter
- diffusion tensor imaging
- corpus callosum
- pattern recognition
- mr images
- brain images
- gray matter
- clinical trials
- medical imaging
- magnetic resonance
- partial volume effects
- cortical thickness
- ground truth
- healthy subjects
- fiber bundles
- tensor field
- image registration
- brain tumors
- decision making
- quantitative analysis