LUME-DBN: Full Bayesian Learning of DBNs from Incomplete data in Intensive Care

Federico Pirola, Fabio Stella, Marco Grzegorczyk

Dynamic Bayesian networks (DBNs) are increasingly used in healthcare due to their ability to model complex temporal relationships in patient data while maintaining interpretability…