A novel recursive mechanism based on two-pass message passing was developed to efficiently calculate closed-form posteriors of graphnodes on polytrees.
2
Brain connectivity studies often refer to brain areas as graphnodes and connections between nodes as edges, and aim to identify neuropsychiatric phenotype-related connectivity patterns.