Approximate inference for medical diagnosis.
Wim WiegerinckHilbert J. KappenE. W. M. T. ter BraakW. J. P. P. ter BurgMarcel J. NijmanY. L. OJan P. NeijtPublished in: Pattern Recognit. Lett. (1999)
Keyphrases
- medical diagnosis
- approximate inference
- graphical models
- belief propagation
- probabilistic inference
- parameter estimation
- exact inference
- gaussian process
- variational methods
- medical images
- message passing
- bayesian networks
- expert systems
- dynamic bayesian networks
- loopy belief propagation
- latent variables
- structured prediction
- conditional random fields
- factor graphs
- probabilistic model
- expectation propagation
- conditional probabilities
- pairwise
- belief networks
- incremental learning
- influence diagrams
- stereo matching
- image reconstruction
- random variables
- free energy
- generative model
- markov random field