3D Convolutional Neural Network Segmentation of White Matter Tract Masks from MR Diffusion Anisotropy Maps.
Kristofer PomieckoCarson SestiliKate FissellSudhir PathakDavid O. OkonkwoWalter SchneiderPublished in: ISBI (2019)
Keyphrases
- white matter
- fractional anisotropy
- gray matter
- grey matter
- fiber bundles
- convolutional neural network
- fiber tracts
- diffusion tensor
- diffusion tensor imaging
- magnetic resonance images
- diffusion tensor images
- corpus callosum
- cerebrospinal fluid
- mri data
- mr brain images
- human brain
- partial volume effects
- diffusion mri
- diffusion imaging
- dt mri
- brain white matter
- brain images
- partial volume
- medical images
- magnetic resonance
- tensor field
- brain tissue
- brain tumors
- multiple sclerosis
- fiber tracking
- mr images
- high angular resolution diffusion imaging
- diffusion weighted imaging
- white matter tracts
- fully automatic
- brain mri
- diffusion weighted
- face detection
- cortical thickness
- atlas construction
- neural network
- watershed transform
- medical imaging
- brain mr images
- deformable registration
- automatic segmentation
- multiscale