Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis.
Zahra KarimaghalooDouglas L. ArnoldD. Louis CollinsTal ArbelPublished in: MICCAI (2) (2012)
Keyphrases
- multiple sclerosis
- conditional random fields
- lesion segmentation
- gad enhancing
- brain mri
- magnetic resonance images
- white matter
- magnetic resonance
- hidden markov models
- clinical trials
- probabilistic model
- graphical models
- markov random field
- sequence labeling
- mr images
- crf model
- random fields
- higher order
- pairwise
- information extraction
- corpus callosum
- max margin learning
- web page prediction
- structured prediction
- medical images
- segmentation method
- brain tissue
- generative model
- data mining
- region growing
- energy function