Comparative Validation of Graphical Models for Learning Tumor Segmentations from Noisy Manual Annotations.
Frederik O. KasterBjoern H. MenzeMarc-André WeberFred A. HamprechtPublished in: MCV (2010)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- learning algorithm
- markov logic networks
- structure learning
- approximate inference
- search algorithm
- structural learning
- probabilistic graphical models
- prior knowledge
- message passing
- random variables
- hidden markov models
- relational models
- map inference
- deep architectures
- relational dependency networks