Deep learning trends for focal brain pathology segmentation in MRI.
Mohammad HavaeiNicolas GuizardHugo LarochellePierre-Marc JodoinPublished in: CoRR (2016)
Keyphrases
- deep learning
- tissue segmentation
- brain tumors
- brain scans
- brain structures
- magnetic resonance images
- mri scans
- medical images
- probabilistic atlas
- brain atlas
- brain mri
- brain tissue
- medical imaging
- mr images
- gray matter
- white matter
- mri images
- unsupervised learning
- magnetic resonance imaging
- brain images
- partial volume
- unsupervised feature learning
- mri data
- machine learning
- human brain
- image segmentation
- level set
- weakly supervised
- segmentation method
- segmentation algorithm
- higher order
- high resolution
- multiscale
- feature selection