Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines.
Chi-Hoon LeeMark SchmidtAlbert MurthaAalo BistritzJörg SanderRussell GreinerPublished in: CVBIA (2005)
Keyphrases
- conditional random fields
- brain tumors
- support vector
- learning machines
- magnetic resonance images
- mr images
- graphical models
- tumor segmentation
- hidden markov models
- magnetic resonance
- sequence labeling
- random fields
- higher order
- information extraction
- crf model
- probabilistic model
- semi markov
- markov random field
- generative model
- named entity recognition
- medical image analysis
- support vector machine
- pairwise
- structured prediction
- feature selection
- brain images
- web page prediction
- markov networks
- segmentation method
- kernel function
- medical images
- image registration
- image segmentation
- white matter
- hyperplane
- multi class classification
- information processing
- computer vision
- machine learning