Gleason Grading of Prostate Tumours with Max-Margin Conditional Random Fields.
Joseph G. JacobsEleftheria PanagiotakiDaniel C. AlexanderPublished in: MLMI (2014)
Keyphrases
- conditional random fields
- max margin
- structured prediction
- hidden markov models
- higher order
- graphical models
- probabilistic model
- information extraction
- parameter learning
- pairwise
- markov networks
- generative model
- markov random field
- approximate inference
- structured learning
- max margin learning
- multi class classification
- multi class
- prior knowledge