CRF-Based Brain Tumor Segmentation: Alleviating the Shrinking Bias.
Raphael MeierUrspeter KnechtRoland WiestMauricio ReyesPublished in: BrainLes@MICCAI (2016)
Keyphrases
- brain tumor segmentation
- conditional random fields
- magnetic resonance images
- pairwise
- graphical models
- crf model
- information extraction
- random fields
- information retrieval
- semantic segmentation
- brain tumors
- markov random field
- probabilistic model
- hidden markov models
- medical images
- machine learning
- maximum entropy
- semi supervised
- superpixels
- parameter learning
- ground truth
- contextual features
- bias variance decomposition
- pattern recognition