There's also TreeAge which is popular in health informatics (the name is a pun off of "triage") and, perhaps more generally, BUGS/JAGS which can be used to buil

There's also TreeAge which is popular in health informatics (the name is a pun off of "triage") and, perhaps more generally, BUGS/JAGS which can be used to build and test arbitrary Bayesian network models.