Using Bayesian Networks to Analyze Gene Expression Data

In this article,we proposed a Bayesian network for discovering interactions between genes based on expression data.A Bayesian network is a structured directed graph representation of conditional independence relationships between variables.We started by showing how Bayesian networks can describe interactions between genes.We then described a method for recovering gene interactions from microarray data using tools for learning Bayesian networks.