Provided is a system for recommending an optimal treatment protocol for an individual comprising: a system model； a plurality of treatment protocols； a system model modifier, wherein said system model is modified by the system model modifier based on parameters specific to the individual； and a selector to select an optimal treatment protocol from said plurality of treatment protocols based on the modified system model.
