Hybrid trajectory and beam angle optimization for external beam radiation therapy
A method of determining treatment geometries for a radiotherapy treatment includes providing a patient model having one or more regions of interest (ROIs); defining a delivery coordinate space (DCS); for each beam's eye view (BEV) plane of each vertex in the DCS, and for each ROI, evaluating a dose of the ROI using transport solutions; evaluating a BEV scores of each pixel of the BEV plane using the doses of the one or more ROIs; determining one or more BEV regions in the BEV plane based on the BEV scores; determining a BEV region connectivity manifold based on the BEV regions; determining a set of treatment trajectories based on the BEV region connectivity manifold; and determining one or more IMRT fields. Each treatment trajectory defines a path through a set of vertices in the DCS. Each IMRT field defines a direction of incidence corresponding to a vertex in the DCS.
1. A method of determining treatment geometries for a radiotherapy treatment, the method comprising:
providing a patient model including one or more regions of interest (ROIs) for the radiotherapy treatment;
defining a delivery coordinate space (DCS) having a set of candidate vertices, each respective candidate vertex defining a respective beam's eye view (BEV) plane;
identifying a first energy mode and a second energy mode for the radiotherapy treatment;
for the first energy mode:
determining a first BEV region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the first energy mode;
for the second energy mode:
determining a second BEV region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the second energy mode;
determining a set of optimal treatment trajectories based on the first BEV region connectivity manifold and the second BEV region connectivity manifold; and
determining a set of intensity modulated radiation therapy (IMRT) fields, each respective IMRT field of the set of IMRT fields corresponding to a respective vertex in the delivery coordinate space.
2. The method of claim 1 , wherein the respective vertex of each respective IMRT field is on one of the set of optimal treatment trajectories.
3. The method of claim 2 , wherein the set of optimal treatment trajectories includes at least a first optimal treatment trajectory that corresponds to the first energy mode, and at least a second optimal treatment trajectory that corresponds to the second energy mode.
4. The method of claim 3 , wherein each respective IMRT field of the set of IMRT fields corresponds to the first energy mode if the respective vertex of the respective IMRT field is on the first optimal treatment trajectory, or the second energy mode if the respective vertex is on the second optimal treatment trajectory.
5. A system for determining treatment geometries for a radiotherapy treatment, the system comprising a processor configured to:
receive or generate a patient model including one or more regions of interest (ROIs) for the radiotherapy treatment;
define a delivery coordinate space (DCS) having a set of candidate vertices, each respective candidate vertex defining a respective beam's eye view (BEV) plane;
identify a first energy mode and a second energy mode for the radiotherapy treatment;
determine a first BEV region connectivity manifold for the first energy mode;
determine a second BEV region connectivity manifold for the second energy mode;
determine a set of optimal treatment trajectories based on the first BEV region connectivity manifold and the second BEV region connectivity manifold; and
determine a set of intensity modulated radiation therapy (IMRT) fields, each respective IMRT field of the set of IMRT fields corresponding to a respective vertex in a delivery coordinate space.
6. The system of claim 5 , wherein the processor is further configured to:
evaluate doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the first energy mode; and
determine the first BEV region connectivity manifold based on the evaluation.
7. The system of claim 6 , wherein the processor is further configured to:
evaluate doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the second energy mode; and
determine the second BEV region connectivity manifold based on the evaluation.
8. The system of claim 7 , wherein the respective vertex of each respective IMRT field is on one of the set of optimal treatment trajectories.
9. The system of claim 8 , wherein the set of optimal treatment trajectories includes at least a first optimal treatment trajectory that corresponds to the first energy mode, and at least a second optimal treatment trajectory that corresponds to the second energy mode.
10. The system of claim 9 , wherein each respective IMRT field of the set of IMRT fields corresponds to the first energy mode if the respective vertex of the respective IMRT field is on the first optimal treatment trajectory, or the second energy mode if the respective vertex is on the second optimal treatment trajectory.
11. A non-transitory computer-readable storage medium upon which is embodied a sequence of programmed instructions which when executed by a computer processing system causes the computer processing system to determine treatment geometries for a radiotherapy treatment by:
receiving or generating a patient model including one or more regions of interest (ROIs) for the radiotherapy treatment;
defining a delivery coordinate space (DCS) having a set of candidate vertices, each respective candidate vertex defining a respective beam's eye view (BEV) plane;
identifying a first energy mode and a second energy mode for the radiotherapy treatment;
determining a first BEV region connectivity manifold for the first energy mode;
determining a second BEV region connectivity manifold for the second energy mode;
determining a set of optimal treatment trajectories based on the first BEV region connectivity manifold and the second BEV region connectivity manifold; and
determining a set of intensity modulated radiation therapy (IMRT) fields, each respective IMRT field of the set of IMRT fields corresponding to a respective vertex in a delivery coordinate space.
12. The non-transitory computer-readable storage medium of claim 11 , further causing the computer processing system to:
evaluate doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the first energy mode; and
determine the first BEV region connectivity manifold based on the evaluation.
13. The non-transitory computer-readable storage medium of claim 12 , further causing the computer processing system to:
evaluate doses of the one or more ROIs for each respective BEV plane corresponding to each respective candidate vertex of the DCS using transport solutions for the second energy mode; and
determine the second BEV region connectivity manifold based on the evaluation.
14. The non-transitory computer-readable storage medium of claim 13 , wherein the respective vertex of each respective IMRT field is on one of the set of optimal treatment trajectories.
15. The non-transitory computer-readable storage medium of claim 14 , wherein the set of optimal treatment trajectories includes at least a first optimal treatment trajectory that corresponds to the first energy mode, and at least a second optimal treatment trajectory that corresponds to the second energy mode.
16. The non-transitory computer-readable storage medium of claim 15 , wherein each respective IMRT field of the set of IMRT fields corresponds to the first energy mode if the respective vertex of the respective IMRT field is on the first optimal treatment trajectory, or the second energy mode if the respective vertex is on the second optimal treatment trajectory.