Verification of leaf positions for multi-leaf collimator using multiple verification systems

1. A method comprising:

determining a first estimate of leaf positions for a plurality of leaves of a multi-leaf collimator (MLC) in a reference coordinate space based on an image generated by an image-based aperture verification system, wherein the leaf positions for the plurality of leaves define an aperture for the MLC;

determining a second estimate of the leaf positions for the plurality of leaves in the reference coordinate space based on data from an additional source, wherein the additional source comprises an additional aperture verification system;

generating a pictorial representation of the second estimate;

displaying the image generated by the image-based aperture verification system; and

displaying an overlay of the pictorial representation over the image;

determining a first sequence of updates to the first estimate of the leaf positions based on a sequence of images generated by the image-based aperture verification system;

determining a second sequence of updates to the second estimate of the leaf positions based on a sequence of data from the additional aperture verification system;

synchronizing the first sequence of updates and the second sequence of updates in time;

generating a sequence of updated pictorial representations for the second sequence of updates; and

verifying, by a processing device, the leaf positions for the plurality of leaves based on comparing the first estimate to the second estimate, wherein the leaf positions are verified if the first estimate deviates from the second estimate by less than a threshold value.

2. The method of claim 1 , further comprising:

determining that the first estimate deviates from the second estimate by less than the threshold value for a first leaf of the plurality of leaves; and

providing a first visual indication overlaid on the image for the first leaf.

3. The method of claim 2 , further comprising:

determining that the first estimate deviates from the second estimate by at least the threshold value for a second leaf of the plurality of leaves; and

providing a second visual indication overlaid on the image for the second leaf.

4. The method of claim 1 , wherein:

the image-based aperture verification system comprises an image sensor offset from a beam axis of the MLC, wherein the image sensor is directed toward the plurality of leaves and generates an oblique-view image of the aperture, wherein determining the first estimate comprises transforming the oblique-view image into a top-view image having the reference coordinate space; and

the additional aperture verification system comprises a distinct displacement gauge for each leaf of the plurality of leaves, wherein the data from the additional aperture verification comprises a plurality of leaf displacement measurements, and wherein determining the second estimate comprises transforming the plurality of leaf displacement measurements into the reference coordinate space.

5. The method of claim 1 , wherein the second estimate comprises planned leaf positions of a treatment plan, the method further comprising:

displaying the image generated by the image-based aperture verification system;

mapping the planned leaf positions of the treatment plan to the reference coordinate space;

generating a pictorial representation of the planned leaf positions; and

displaying an overlay of the pictorial representation over the image.

6. The method of claim 1 , further comprising:

displaying the image generated by the image-based aperture verification system;

generating a pictorial representation of the first estimate of the leaf positions; and

displaying an overlay of the pictorial representation over the image.

7. The method of claim 1 , further comprising:

displaying the image generated by the image-based aperture verification system;

generating a digitally reconstructed radiograph (DRR) of a target, the DRR having the reference coordinate space and an orientation corresponding to the image; and

displaying an overlay of the DRR over the image.

8. The method of claim 1 , wherein leading edges of the plurality of leaves are not shown in the image, the method further comprising:

computing positions of the leading edges based on visible portions of the plurality of leaves in the image and known offsets between the leading edges and the visible portions.

9. The method of claim 1 , wherein the determining of the first estimate, the determining of the second estimate, and the verifying are performed before a radiation delivery apparatus delivers a radiation beam.

10. An apparatus comprising:

a memory; and

a processing device coupled to the memory, the processing device to:

determine a first estimate of leaf positions for a plurality of leaves of a multi-leaf collimator (MLC) in a reference coordinate space based on an image generated by an image-based aperture verification system, wherein the leaf positions for the plurality of leaves define an aperture for the MLC;

determine a second estimate of the leaf positions for the plurality of leaves in the reference coordinate space based on data from an additional source, wherein the additional source comprises an additional aperture verification system;

determine a first sequence of updates to the first estimate of the leaf positions based on a sequence of images generated by the image-based aperture verification system;

determine a second sequence of updates to the second estimate of the leaf positions based on a sequence of data from the additional aperture verification system;

synchronize the first sequence of updates and the second sequence of updates in time;

generate a sequence of updated pictorial representations for the second sequence of updates; and

verify the leaf positions for the plurality of leaves based on comparing the first estimate to the second estimate, wherein the leaf positions are verified if the first estimate deviates from the second estimate by less than a threshold value;

a display operatively coupled with the processing device, wherein the processing device is further to:

generate a pictorial representation of the second estimate;

output the image generated by the image-based aperture verification system on the display; and

output an overlay of the pictorial representation over the image on the display.

11. The apparatus of claim 10 , wherein the processing device is further to:

determine that the first estimate deviates from the second estimate by less than the threshold value for a first leaf of the plurality of leaves; and

provide a first visual indication overlaid on the image for the first leaf.

12. The apparatus of claim 10 , further comprising:

the image-based aperture verification system, comprising an image sensor offset from a beam axis of the MLC, wherein the image sensor is directed toward the plurality of leaves and is to generate an oblique-view image of the aperture; and

the additional aperture verification system, comprising a distinct displacement gauge for each leaf of the plurality of leaves, wherein the data from the additional aperture verification comprises a plurality of leaf displacement measurements;

wherein the processing device is further to:

map the first estimate to the reference coordinate space by transforming the oblique-view image into a top-view image having the reference coordinate space; and

map the second estimate to the reference coordinate space by transforming the plurality of leaf displacement measurements into the reference coordinate space.

13. The apparatus of claim 10 , wherein the second estimate comprises planned leaf positions of a treatment plan, and wherein the processing device is further to:

output the image generated by the image-based aperture verification system on the display;

map the planned leaf positions of the treatment plan to the reference coordinate space;

generate a pictorial representation of the planned leaf positions; and

output an overlay of the pictorial representation over the image on the display.

14. The apparatus of claim 10 , wherein the processing device is further to:

output the image generated by the image-based aperture verification system on the display;

generate a digitally reconstructed radiograph (DRR) of a target, the DRR having the reference coordinate space and an orientation corresponding to the image; and

output an overlay of the DRR over the image on the display.

15. The apparatus of claim 10 , wherein leading edges of the plurality of leaves are not shown in the image, the processing device further to:

compute positions of the leading edges based on visible portions of the plurality of leaves in the image and known offsets between the leading edges and the visible portions.

16. The apparatus of claim 10 , further comprising:

a linear accelerator; and

the MLC coupled to the linear accelerator, the MLC comprising the image-based aperture verification system and the additional aperture verification system.