Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities.
Mohsen GhafoorianNico KarssemeijerTom HeskesInge van UdenClara I. SánchezGeert LitjensFrank-Erik de LeeuwBram van GinnekenElena MarchioriBram PlatelPublished in: CoRR (2016)
Keyphrases
- white matter
- gray matter
- convolutional neural networks
- cerebrospinal fluid
- corpus callosum
- grey matter
- magnetic resonance images
- human brain
- diffusion tensor images
- brain mri
- partial volume effects
- dt mri
- mri data
- fiber bundles
- diffusion tensor imaging
- diffusion imaging
- diffusion tensor mri
- diffusion tensor
- medical imaging
- medical images
- brain mr images
- white matter tracts
- mr brain images
- multiple sclerosis
- brain images
- mr images
- partial volume
- mri images
- brain tumors
- segmentation algorithm
- level set
- tensor field
- shape prior
- accurate segmentation
- decision making
- image segmentation
- multiscale
- magnetic resonance imaging
- fully automatic
- cortical thickness
- segmentation method
- image processing
- information processing
- grey level
- brain tissue
- brain structures