Adaptive Voxel, Texture and Temporal Conditional Random Fields for Detection of Gad-Enhancing Multiple Sclerosis Lesions in Brain MRI.
Zahra KarimaghalooHassan RivazDouglas L. ArnoldD. Louis CollinsTal ArbelPublished in: MICCAI (3) (2013)
Keyphrases
- brain mri
- conditional random fields
- magnetic resonance images
- multiple sclerosis lesions
- partial volume
- multiple sclerosis
- mr images
- graphical models
- probabilistic model
- sequence labeling
- medical images
- information extraction
- markov random field
- random fields
- hidden markov models
- region growing
- medical imaging
- magnetic resonance imaging
- higher order
- anatomical structures
- partial volume effects
- generative model
- web page prediction
- crf model
- mri data
- magnetic resonance
- white matter
- diffusion tensor
- segmentation method
- medical image analysis
- image processing
- high resolution
- brain tissue
- brain structures
- human brain
- multi class
- pattern recognition
- three dimensional