Optimization of multi‐stage dynamic treatment regimes utilizing accumulated data
Optimization of multi‐stage dynamic treatment regimes utilizing accumulated data
In medical therapies involving multiple stages, a physician's choice of a subject's treatment at each stage depends on the subject's history of previous treatments and outcomes. The sequence of decisions is known as a dynamic treatment regime or treatment policy. We consider dynamic treatment regimes in settings where each subject's …