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Hierarchical Conditional Random Fields for Detection of Gad-Enhancing Lesions in Multiple Sclerosis.
Zahra Karimaghaloo
Douglas L. Arnold
D. Louis Collins
Tal Arbel
Published in:
MICCAI (2) (2012)
Keyphrases
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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