Figure 1. Process flow for calculating consensus Dynamic Bayesian Networks.
DBN inference is performed on time course data from each individual pig. The estimated probability of occurrence of each edge is averaged over all individual pigs within the Control or PST group, and only edges with a value greater than 0.5 are included in the final consensus network structure.