Sequential monoscopic tracking
A method of sequential monoscopic tracking is described. The method includes generating a plurality of projections of an internal target region within a body of a patient, the plurality of projections comprising projection data about a position of an internal target region of the patient. The method further includes generating external positional data about external motion of the body of the patient using one or more external sensors. The method further includes generating, by a processing device, a correlation model between the projection data and the external positional data by fitting the plurality of projections of the internal target region to the external positional data. The method further includes estimating the position of the internal target region at a later time using the correlation model.
1. A method, comprising:
generating a plurality of two dimensional projections of an internal target region within a body of a patient, the plurality of two dimensional projections comprising two dimensional projection data about a two dimensional position of an internal target region of the patient, wherein each of the plurality of two dimensional projections are generated sequentially at different points in time;
generating external positional data about external motion of the body of the patient using one or more external sensors;
generating, by a processing device, a correlation model between the external positional data and a three dimensional position of the internal target region by directly fitting, in two dimensions, the plurality of two dimensional projections of the internal target region, generated sequentially at different points in time, to the external positional data, wherein directly fitting the plurality of two dimensional projections of the internal target region to the external positional data comprises identifying a best fit of an analytic function with respect to the plurality of two dimensional projections and the external positional data, wherein the analytic function projects a three dimensional position into two dimensions; and
estimating the three dimensional position of the internal target region at a later time using the correlation model.
2. The method of claim 1 , wherein the plurality of two dimensional projections is sequentially acquired monoscopic projection images acquired using an imager rotated on a gantry.
3. The method of claim 1 , wherein the two dimensional projection data identifies internal motion of the patient's body, the internal motion comprising motion of the internal target region.
4. The method of claim 1 , wherein the two dimensional projection data identifies internal motion of the patient's body, the internal motion comprising motion of one or more implanted fiducial markers.
5. The method of claim 1 , the method further comprising: directing a radiation treatment beam generated by a linear accelerator (LINAC) based on the correlation model.
6. The method of claim 1 the method further comprising: controlling a collimator of a linear accelerator (LINAC) based on the correlation model.
7. The method of claim 6 , wherein the collimator is a multi-leaf collimator and to control the collimator, the method comprising moving one or more leafs of the multi-leaf collimator.
8. The method of claim 1 , the method further comprising: controlling a treatment couch.
9. The method of claim 1 , the method further comprising: gating a radiation treatment beam generated by a linear accelerator (LINAC) based on the correlation model.
10. The method of claim 1 , wherein the projection data corresponds to one or more fiducial markers located near the internal target region, wherein to generate the correlation model the method further comprising: computing a deformation state of the internal target region based on relative positions of the one or more fiducial markers.
11. A radiation treatment delivery apparatus, comprising:
a first detection device to generate two dimensional projection data about a target region internal to a body of a patient, wherein the two dimensional projection data comprises two dimensional projections generated sequentially at different points in time;
a second detection device to generate positional data about one or more sensors external to the body of the patient; and
a processing device to receive the two dimensional projection data about the internal target region and the positional data from the external sensors and generate a correspondence between the positional data and a three dimensional position of the internal target region by directly fitting the two dimensional projection data of the internal target region, generated sequentially at different points in time, to the external sensors to control the radiation treatment delivery apparatus based on the position data obtained from the external sensors to compensate for motions of the patient, wherein directly fitting the two dimensional projections of the internal target region to the external sensors comprises identifying a best fit of an analytic function with respect to the two dimensional projections and the external sensors, wherein the analytic function projects a three dimensional position into two dimensions.
12. The apparatus of claim 11 , wherein the first detection device comprises a rotatable single imager.
13. The apparatus of claim 12 , further comprising a linear accelerator (LINAC) comprising an onboard kilovoltage (kV) imager coupled to a gantry, wherein the first detection device is coupled to the gantry.
14. The apparatus of claim 11 , wherein the first detection device is further to:
generate a plurality of sequential images; and
generate a single projection based on the plurality of sequential images.
15. The apparatus of claim 11 , further comprising a linear accelerator (LINAC) coupled to a moveable stage, wherein the first detection device comprises a cone-beam CT (CBCT) imager coupled to a gantry.
16. The apparatus of claim 15 , wherein the moveable stage is the gantry.
17. The apparatus of claim 15 , wherein the moveable stage is separate from the gantry.
18. The apparatus of claim 15 , wherein the correspondence between the positional data and three dimensional position of the internal target region is generated during acquisition of a CBCT scan.
19. The apparatus of claim 15 , wherein the first detection device comprises a portal imager.
20. A non-transitory computer readable medium comprising instructions that, when executed by a processing device of a radiation treatment delivery system, cause the processing device to:
generate a plurality of two dimensional projections of an internal target region within a body of a patient, the plurality of two dimensional projections comprising two dimensional projection data about a two dimensional position of an internal target region of the patient, wherein each of the plurality of two dimensional projections are generated sequentially at different points in time;
generate external positional data about external motion of the body of the patient using one or more external sensors;
generate, by the processing device, a correlation model between the external positional data and a three dimensional position of the internal target region by directly fitting, in two dimensions, the plurality of two dimensional projections of the internal target region generated sequentially at different points in time to the external positional data, wherein directly fitting the plurality of two dimensional projections of the internal target region to the external positional data comprises identifying a best fit of an analytic function with respect to the plurality of two dimensional projections and the external positional data, wherein the analytic function projects a three dimensional position into two dimensions; and
estimate the three dimensional position of the internal target region at a later time using the correlation model.
21. The non-transitory computer readable medium of claim 20 , wherein the plurality of projections is sequentially acquired monoscopic projection images acquired using an imager rotated on a gantry.
22. The non-transitory computer readable medium of claim 20 , wherein the two dimensional projection data identifies internal motion of the patient's body, the internal motion comprising motion of the internal target region.
23. The non-transitory computer readable medium of claim 20 , wherein the two dimensional projection data identifies internal motion of the patient's body, the internal motion comprising motion of one or more implanted fiducial markers.
24. A method, comprising:
sequentially acquiring a plurality of two dimensional x-ray images of a target using a single imager on a rotating gantry by rotating the single imager around the target, wherein each of the plurality of two dimensional x-ray images are acquired sequentially at different points in time; and
determining, by a processing device, a three dimensional position of the target directly using the sequentially acquired plurality of two dimensional x-ray images, wherein determining the three dimensional position of the target directly using the sequentially acquired plurality of two dimensional x-ray images comprises identifying a best fit of an analytic function with respect to the plurality of two dimensional x-ray images, wherein the analytic function projects a three dimensional position into two dimensions.
25. The method of claim 24 , further comprising controlling a radiation treatment delivery system based on a correlation model.
26. A method, comprising:
generating two dimensional positional data about a two dimensional target position internal to a body of a patient, by generating a plurality of two dimensional projections of the two dimensional internal target position, wherein each of the plurality of two dimensional projections are generated sequentially at different points in time;
generating external positional data about external motion of the body of the patient using one or more external sensors, wherein the external positional data is generated more frequently than the plurality of two dimensional projections; and
generating, by a processing device, a correspondence between the external positional data and a three dimensional position of the target by directly fitting a correlation model to the plurality of two dimensional projections of the two dimensional internal target position, generated sequentially at different points in time, and the external positional data, wherein fitting the correlation model comprises identifying a best fit of an analytic function with respect to the plurality of projections and the external positional data, wherein the analytic function projects a three dimensional position into two dimensions; and
controlling a treatment delivery system to direct radiation towards the three dimensional position of the internal target position of the patient based the correlation model to compensate for motions of the patient.
27. The method of claim 26 , wherein the positional data corresponds to one or more fiducial markers located near the internal target position, wherein generating the correlation model comprises computing a deformation state of the internal target position based on relative positions of the one or more fiducial markers.