Granted Patent B2

US 12,194,315 · App. 17/153,094 · Granted Jan 14, 2025

Inventors: Stefan Thieme (Windisch, CH); Mathias Lehmann (Zurich, CH)

Assignee: SIEMENS HEALTHINEERS INTERNATIONAL AG

A61N5/1075A61B6/4241A61B6/4258A61B6/5258A61N5/1045A61N5/1049A61N5/1077A61B6/06A61B6/4233A61N2005/1054A61N2005/1074A61N2005/1085A61N2005/1089

Abstract

Claims (86)

1. A radiation treatment system, comprising:

an imaging device configured to detect radiation impinging on an imaging surface thereof from a radiation beam source of the radiation treatment system, and generate one or more images from the detected radiation; and

a processing device configured to determine one or more characteristics of the radiation beam from the generated one or more images,

wherein the determining of the one or more characteristics is independent of variations in pixel gain values of the imaging device.

2. The radiation treatment system of claim 1 , wherein the one or more characteristics comprises number of detected photons, radiation beam energy change, radiation beam tilt relative to a collimator axis of rotation of the radiation treatment system, radiation beam symmetry change, radiation beam flatness change, and radiation beam center change.

3. The radiation treatment system of claim 2 , wherein determining the number of detected photons comprises:

generating a plurality of images;

measuring pixel values and one or more noise values of a pixel across the plurality of images;

calculating a mean pixel value of the pixel from the measured pixel values; and

determining a value corresponding to detected photons per pixel based on the mean pixel value and the one or more noise values for the pixel.

4. The radiation treatment system of claim 3 ,

wherein a value corresponding to detected photons is determined for each pixel of a plurality of pixels,

wherein the value corresponding to detected photons per pixel is determined using: N=(p/σ) 2 , where N is the number of photons per pixel, p is the mean pixel value, and σ is a standard deviation of the pixel across the plurality of images, and

wherein a mean pixel value is determined for a plurality of pixels located in a region of interest (ROI) of an image.

5. The radiation treatment system of claim 2 , wherein determining the number of detected photons comprises:

determining a region of interest (ROI) in an image, the ROI including a plurality of pixels;

determining gain compensated pixel values for the plurality of pixels;

measuring noise values for the plurality of pixels;

determining a mean pixel value of the gain compensated pixel values; and

determining a value corresponding to detected photons per pixel based on the mean pixel value and the noise values.

6. The radiation treatment system of claim 5 ,

wherein the determining of the gain compensated pixel values for the plurality of pixels includes determining a pixel gain map and correcting each pixel value of the plurality of pixels using the pixel gain map, and

wherein the value corresponding to detected photons per pixel is determined using: N=(p/σ) 2 , where N is the number of photons per pixel, p is the mean pixel value of the gain compensated pixel values, and o is a standard deviation noise value for the pixels in the ROI.

7. The radiation treatment system of claim 2 , wherein determining the radiation beam energy change comprises:

generating a first and a second image;

determining a first pixel value for a pixel by measuring a pixel signal in the first image, and determining a second pixel value of the pixel by measuring a pixel signal in the second image;

calculating a ratio of the first pixel value to the second pixel value; and

determining a value of a parameter that provides a best fit between the calculated ratio and a pixel location in a pixel panel of the imaging device,

wherein the parameter relates to a change in the radiation beam energy.

8. The radiation treatment system of claim 2 , wherein determining the radiation beam flatness change and the radiation beam symmetry change comprises:

generating a first and a second image;

determining a first pixel value for a pixel by measuring a pixel signal in the first image, and determine a second pixel value of the pixel by measuring a pixel signal in the second image;

calculating a ratio of the first pixel value to the second pixel value;

determining a plurality of parameter values that provide a best fit between the calculated ratio and a pixel location in a pixel panel of the imaging device; and

determining the radiation beam flatness change and the radiation beam symmetry change based on the determined parameter values.

9. The radiation treatment system of claim 2 , wherein determining the radiation beam tilt relative to the collimator axis of rotation comprises:

using the imaging device positioned at a predetermined distance (SDD) from the radiation source, acquiring a first image at a first beam energy, and a second image at a second beam energy;

determining first pixel values by measuring pixel signals for pixels in the first image, and second pixel values by measuring pixel signals for corresponding pixels in the second image;

calculating ratios of the first pixel values to the second pixel values;

generating a ratio image from the calculated ratio pixel values, the ratio image depicting a beam shape;

determining a center of the beam shape;

calculating a distance d between the center of the beam shape and a projection of the radiation source on the imaging device along the collimator axis of rotation; and

determining the radiation beam tilt based on the calculated distance d and the predetermined distance (SDD).

10. The radiation treatment system of claim 9 , further comprising translating the calculated beam tilt into photon fluence symmetry.

11. A non-transitory computer-readable storage medium upon which is embodied a sequence of programmed instructions which when executed by a computer processing device causes the computer processing device to:

obtain one or more images generated from radiation beams detected by an imaging device of a radiation system; and

determine one or more characteristics of the radiation beam from the one or more images,

wherein the determining of the one or more characteristics is independent of variations in pixel gain values of the imaging device.

12. The non-transitory computer-readable storage medium of claim 11 , wherein the one or more characteristics comprises number of detected photons, radiation beam energy change, radiation beam tilt relative to a collimator axis of rotation of the radiation system, radiation beam symmetry change, radiation beam flatness change, and radiation beam center change.

13. The non-transitory computer-readable storage medium of claim 12 , wherein determining the number of detected photons comprises:

generating a plurality of images;

measuring pixel values and one or more noise values of a pixel across the plurality of images;

calculating a mean pixel value of the pixel from the measured pixel values; and

determining a value corresponding to detected photons per pixel based on the mean pixel value and the one or more noise values for the pixel.

14. The non-transitory computer-readable storage medium of claim 13 , wherein a value corresponding to detected photons is determined for each pixel of a plurality of pixels,

wherein the value corresponding to detected photons per pixel is determined using: N=(p/σ) 2 , where N is the number of photons per pixel, p is the mean pixel value, and o is a standard deviation of the pixel across the plurality of images, and

wherein a mean pixel value is determined for a plurality of pixels located in a region of interest (ROI) of an image.

15. The non-transitory computer-readable storage medium of claim 12 , wherein determining the number of detected photons comprises:

determining a region of interest (ROI) in an image, the ROI including a plurality of pixels;

determining gain compensated pixel values for the plurality of pixels;

measuring noise values for the plurality of pixels;

determining a mean pixel value of the gain compensated pixel values; and

determining a value corresponding to detected photons per pixel based on the mean pixel value and the noise values.

16. The non-transitory computer-readable storage medium of claim 15 , wherein the determining of the gain compensated pixel values for the plurality of pixels includes determining a pixel gain map and correcting each pixel value of the plurality of pixels using the pixel gain map, and

wherein the value corresponding to detected photons per pixel is determined using: N=(p/σ) 2 , where N is the number of photons per pixel, p is the mean pixel value of the gain compensated pixel values, and o is a standard deviation noise value for the pixels in the ROI.

17. The non-transitory computer-readable storage medium of claim 12 , wherein determining the radiation beam energy change comprises:

generating a first and a second image;

determining a first pixel value for a pixel by measuring a pixel signal in the first image, and determining a second pixel value of the pixel by measuring a pixel signal in the second image;

calculating a ratio of the first pixel value to the second pixel value; and

determining a value of a parameter that provides a best fit between the calculated ratio and a pixel location in a pixel panel of the imaging device,

wherein the parameter relates to a change in the radiation beam energy.

18. The non-transitory computer-readable storage medium of claim 12 , wherein determining the radiation beam flatness change and the radiation beam symmetry change comprises:

generating a first and a second image;

determining a first pixel value for a pixel by measuring a pixel signal in the first image, and determine a second pixel value of the pixel by measuring a pixel signal in the second image;

calculating a ratio of the first pixel value to the second pixel value;

determining a plurality of parameter values that provide a best fit between the calculated ratio and a pixel location in a pixel panel of the imaging device; and

determining the radiation beam flatness change and the radiation beam symmetry change based on the determined parameter values.

19. The non-transitory computer-readable storage medium of claim 12 , wherein determining the radiation beam tilt relative to the collimator axis of rotation comprises:

using the imaging device positioned at a predetermined distance (SDD) from a radiation source, acquiring a first image at a first beam energy, and a second image at a second beam energy;

determining first pixel values by measuring pixel signals for pixels in the first image, and second pixel values by measuring pixel signals for corresponding pixels in the second image;

calculating ratios of the first pixel values to the second pixel values;

generating a ratio image from the calculated ratio pixel values, the ratio image depicting a beam shape;

determining a center of the beam shape;

calculating a distance d between the center of the beam shape and a projection of the radiation source on the imaging device along the collimator axis of rotation; and

determining the radiation beam tilt based on the calculated distance d and the predetermined distance (SDD).

20. The non-transitory computer-readable storage medium of claim 19 , further comprising translating the calculated beam tilt into photon fluence symmetry.

Assignments (2)

Continuity (3)

References Cited (33)