What Role Do Probabilistic Models Play in Treatment Planning?
In treatment planning, probabilistic models can simulate different therapeutic scenarios to identify the most effective strategy for a given patient. For instance, a Hidden Markov Model could be used to predict how a tumor will respond to a combination of chemotherapy and radiation over time. By understanding these dynamics, oncologists can tailor treatments to maximize efficacy while minimizing side effects.
