Multi-omics subtyping of hepatocellular carcinoma patients using a Bayesian network mixture model.
Polina SuterEva DazertJack KuipersCharlotte K. Y. NgTuyana BoldanovaMichael N. HallMarkus H. HeimNiko BeerenwinkelPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- mixture model
- bayesian networks
- probabilistic model
- generative model
- em algorithm
- gaussian mixture model
- expectation maximization
- density estimation
- graphical models
- mixture modeling
- model selection
- unsupervised learning
- incomplete data
- maximum likelihood
- language model
- gaussian mixture
- probability distribution
- probabilistic inference
- dirichlet processes
- probabilistic mixture model
- conditional probabilities
- probability density function
- parameter estimation
- bayesian network classifiers
- dirichlet process
- feature selection
- machine learning
- data mining