Semiparametric Bayesian models for clustering and classification in the presence of unbalanced in‐hospital survival

Two main goals of the work are to provide model‐based clustering and ranking of the providers according to the similarity of their effect on patients' outcomes, and to make reliable predictions on the survival outcome at the patient's level, even when the survival rate itself is strongly unbalanced.