Multi-treatment planning apparatus and method
A treatment planning apparatus ( 100 ) includes a treatment modeler ( 102 ). The treatment ( 104 ) modeler uses models ( 112 1-N ) of a plurality of treatment modalities in a treatment space ( 104 ) to generate a treatment protocol ( 110 ) that includes one or more the modalities in the treatment space. In one implementation, a treatment modality includes the removal of targeted treatment agents from an object.
1. An apparatus comprising a treatment modeler that models effects of treatment modalities in a treatment space and models an interaction between a first treatment modality and a second different treatment modality of the treatment space and generates a medical treatment protocol for application to a subject based on the modeled effects and the modeled interaction, wherein the treatment modeler calculates, for a vector of treatment parameters, a difference of a treatment value as a first function of the treatment parameters and a side effect value as a second function of the treatment parameters.
2. The apparatus of claim 1 wherein the treatment modeler seeks a treatment that satisfies a goal state.
3. The apparatus of claim 2 wherein the goal state includes a treatment goal and a side effect goal.
4. The apparatus of claim 1 wherein the treatment modeler models a treatment effect and a side effect of the first treatment modality.
5. The apparatus of claim 4 wherein the treatment effect includes a pathology control probability and the side effect includes a normal tissue complication probability.
6. The apparatus of claim 1 wherein the interaction includes a synergism or an antagonism.
7. The apparatus of 1 wherein the model includes a combination index analysis of the interaction.
8. The apparatus of claim 1 including a treatment modality filter that constrains the treatment modalities included in the treatment protocol to a subset of the treatment modalities in the treatment space.
9. The apparatus of claim 1 wherein the treatment modeler determines a sequence in which the first and second treatment modalities should be applied.
10. The apparatus of claim 1 wherein the treatment modeler models an interaction between the second treatment modality and a third treatment modality of the treatment space, wherein the second treatment modality includes a chemical agent that modulates an effect of the first treatment modality and an effect of the third treatment modality.
11. The apparatus of claim 1 wherein the generated protocol includes the value of a parameter of an internal radiation treatment and the value of a parameter of an external radiation treatment.
12. The apparatus of claim 1 wherein the treatment modeler employs an adaptive treatment model that models an expected effect of a treatment as function of the subject's response to a previously applied treatment.
13. The apparatus of claim 1 wherein treatment modeler models an effect of an applied treatment as a function of the value of a subject variable, wherein the value is derived from an examination of the subject.
14. The system of claim 1 , wherein the first treatment modality is directed to targeted radiation therapy and the second treatment modality includes a perfusion modeling agent.
15. The system of claim 1 , wherein the treatment modeler determines the vector of the treatment parameters for which the difference has a maximum value.
16. A method, comprising:
modeling, with a computer processor, effects of treatment modalities in a treatment space and an interaction between a first treatment modality and a second different treatment modality of the treatment space;
calculating, with the computer processor, a vector of treatment parameters, a difference of a treatment value as a first function of the treatment parameters and a side effect value as a second function of the treatment parameters; and
generating, with a computer processor, a medical treatment protocol for application to a subject based on the modeled effects and the modeled interaction.
17. A non-transitory computer readable storage medium containing instructions which, when executed by a computer, cause the computer to:
model effects of treatment modalities in a treatment space and an interaction between a first treatment modality and a second different treatment modality of the treatment space;
calculate a vector of treatment parameters, a difference of a treatment value as a first function of the treatment parameters and a side effect value as a second function of the treatment parameters; and
generate a medical treatment protocol for application to a subject based on the modeled effects and the modeled interaction.