1. A system for automated treatment planning with individual specific consideration, the system comprising: an input operable to receive values for a plurality of patient specific characteristics of a patient; a processor configured to apply the received values to a first prognosis model, the first prognosis model relating a plurality of variables corresponding to values to a first probability at a given dose, the processor configured to provide a first input for treatment planning, the first input being a function of the first probability; and a display operable to output treatment parameters provided by the treatment planning as a function of the first probability; wherein the first prognosis model relates the variables to the first probability as a function of medical knowledge from literature.