Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine

Theresa Blümlein, Joel Persson, Stefan Feuerriegel

Abstract: Dynamic treatment regimes (DTRs) are used in medicine to tailor sequential treatment decisions to patients by considering patient heterogeneity. Common methods for learning optimal DTRs, however, h...