Inferring signalling dynamics by integrating interventional with observational data.
Mathias CardnerNathalie Meyer-SchallerGerhard ChristoforiNiko BeerenwinkelPublished in: Bioinform. (2019)
Keyphrases
- observational data
- experimental data
- causal discovery
- causal bayesian networks
- causal structure
- patient specific
- causal effects
- sample size
- directed acyclic graph
- causal relationships
- bayesian networks
- image guided
- causal models
- directed graph
- latent variables
- real world
- decision problems
- sufficient conditions
- text mining
- upper bound
- active learning
- lower bound
- data mining