Treatment decisions that explicitly consider patient heterogeneity can lower the cost of care and improve outcomes by providing right for at time. “Patient-Type Bayes-Adaptive Plans” analyzes problem designing ongoing treatment plans a population with in disease progression response to medical interventions. The authors create model learns type monitoring health over time updates patient's plan...