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 operable to apply the values to a first prognosis model, the first prognosis model relating a plurality of variables corresponding to the values to a first probability at a given dose, the processor operable to provide a first input to an inverse treatment planning system, the first input being a function of the first probability; and a display operable to output radiation treatment parameters provided by the inverse treatment planning system as a function of the first probability.