Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation.
Hongwei LiJianguo ZhangMark MühlauJan KirschkeBjoern H. MenzePublished in: CoRR (2018)
Keyphrases
- white matter
- multiscale
- gray matter
- cerebrospinal fluid
- corpus callosum
- magnetic resonance images
- grey matter
- partial volume effects
- mri data
- diffusion tensor mri
- human brain
- diffusion tensor images
- dt mri
- diffusion imaging
- diffusion tensor
- brain mr images
- brain mri
- image segmentation
- fully automatic
- level set
- brain images
- brain tissue
- mr images
- partial volume
- mr brain images
- diffusion tensor imaging
- segmentation method
- medical images
- scale space
- medical imaging
- magnetic resonance
- diffusion mri
- edge detection
- fiber bundles
- segmentation algorithm
- magnetic resonance imaging
- image data
- image processing
- computer vision
- multiple sclerosis
- natural images
- tensor field
- accurate segmentation
- deformable registration
- optical flow estimation
- energy function
- coarse to fine