Houjun Liu

Baysian Networks for Healthcare

Representing conditional dependencies.

Semiparametric Expert Bayes Net

We use a Semiparametric Expert Bayes Net to learn the structure of the dynamics…. of medicine somewhere?

Atienza et al. 2022

  • learns semiparemetic relations in expert basian networks
  • uses gaussian rocesses for modeling no-linear performances + horseshoe regularization



UCI Liver Disorder Dataste

  • what is the oracle graph?
  • what specific dynamics did the model learn?