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 first delivery coordinate space having a first set of candidate vertices, and a second delivery coordinate space having a second set of candidate vertices, each vertex of the first set of candidate vertices or the second set of candidate vertices defining a respective beam's eye view (BEV) plane;
determining a first beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the first set of candidate vertices of the first delivery coordinate space;
determining a first set of treatment trajectories based on the first BEV region connectivity manifold, each treatment trajectory of the first set of treatment trajectories defining a respective path through a respective set of vertices in the first delivery coordinate space; and
determining a first set of IMRT fields, each of the first set of IMRT fields corresponding to a respective vertex in the second delivery coordinate space.
2. The method of claim 1 , further comprising:
determining a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space;
wherein determining the first set of IMRT fields is based on the second BEV region connectivity manifold.
3. The method of claim 1 , further comprising:
determining a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space; and
determining a second set of treatment trajectories based on the second BEV region connectivity manifold, each treatment trajectory of the second set of treatment trajectories defining a respective path through a respective set of vertices in the second delivery coordinate space.
4. The method of claim 1 , further comprising:
determining a second set of IMRT fields, each of the second set of IMRT fields corresponding to a respective vertex in the first delivery coordinate space.
5. The method of claim 4 , wherein determining the second set of IMRT fields is based on the first BEV region connectivity manifold.
6. 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 first delivery coordinate space having a first set of candidate vertices, and a second delivery coordinate space having a second set of candidate vertices, each vertex of the first set of candidate vertices or the second set of candidate vertices defining a respective beam's eye view (BEV) plane;
determine a first beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the first set of candidate vertices of the first delivery coordinate space;
determine a first set of treatment trajectories based on the first BEV region connectivity manifold, each treatment trajectory of the first set of treatment trajectories defining a respective path through a respective set of vertices in the first delivery coordinate space; and
determine a first set of IMRT fields, each of the first set of IMRT fields corresponding to a respective vertex in the second delivery coordinate space.
7. The system of claim 6 , wherein the processor is further configured to:
determine a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space;
wherein determining the first set of IMRT fields is based on the second BEV region connectivity manifold.
8. The system of claim 7 , wherein the processor is further configured to:
determine a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space; and
determine a second set of treatment trajectories based on the second BEV region connectivity manifold, each treatment trajectory of the second set of treatment trajectories defining a respective path through a respective set of vertices in the second delivery coordinate space.
9. The system of claim 7 , wherein the processor is further configured to:
determine a second set of IMRT fields, each of the second set of IMRT fields corresponding to a respective vertex in the first delivery coordinate space.
10. The system of claim 9 , wherein determining the second set of IMRT fields is based on the first BEV region connectivity manifold.
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:
providing a patient model including one or more regions of interest (ROIs) for the radiotherapy treatment;
defining a first delivery coordinate space having a first set of candidate vertices, and a second delivery coordinate space having a second set of candidate vertices, each vertex of the first set of candidate vertices or the second set of candidate vertices defining a respective beam's eye view (BEV) plane;
determining a first beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the first set of candidate vertices of the first delivery coordinate space;
determining a first set of treatment trajectories based on the first BEV region connectivity manifold, each treatment trajectory of the first set of treatment trajectories defining a respective path through a respective set of vertices in the first delivery coordinate space; and
determining a first set of IMRT fields, each of the first set of IMRT fields corresponding to a respective vertex in the second delivery coordinate space.
12. The non-transitory computer-readable storage medium of claim 11 , further comprising:
determining a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space;
wherein determining the first set of IMRT fields is based on the second BEV region connectivity manifold.
13. The non-transitory computer-readable storage medium of claim 11 , further comprising:
determining a second beam's eye view (BEV) region connectivity manifold by evaluating doses of the one or more ROIs for each respective BEV plane corresponding to each respective vertex of the second set of candidate vertices of the second delivery coordinate space; and
determining a second set of treatment trajectories based on the second BEV region connectivity manifold, each treatment trajectory of the second set of treatment trajectories defining a respective path through a respective set of vertices in the second delivery coordinate space.
14. The non-transitory computer-readable storage medium of claim 11 , further comprising:
determining a second set of IMRT fields, each of the second set of IMRT fields corresponding to a respective vertex in the first delivery coordinate space.
15. The non-transitory computer-readable storage medium of claim 14 , wherein determining the second set of IMRT fields is based on the first BEV region connectivity manifold.