Radiomic signature of a perivascular region
US-2024404058-A1 · Dec 5, 2024 · US
US10478142B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10478142-B2 |
| Application number | US-201615134581-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 21, 2016 |
| Priority date | Feb 11, 2013 |
| Publication date | Nov 19, 2019 |
| Grant date | Nov 19, 2019 |
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DPC (differential phase contrast) images are acquired for each photon energy channel, which are called spectral DPC images. The final DPC image can be computed by summing up these spectral DPC images or just computed using certain ‘color’ representation algorithms to enhance desired features. In addition, with quasi-monochromatic x-ray source, the required radiation dose is substantially reduced, while the image quality of DPC images remains acceptable.
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We claim: 1. A method of cone beam CT imaging of a human breast without penetrating the chest cavity of a patient, comprising: acquiring projection images of the breast taken at different view angles by using a polychromatic x-ray source irradiating the breast but not the chest cavity with primary radiation, an energy-resolving detector having a plurality of energy channels, and a grating system; said acquiring comprising acquiring, for each of the plurality of energy channels of the detector, a respective plurality of the projection images of the breast taken at different view angles; performing three-dimensional (3D) computed tomography reconstructions of the breast for each of the plurality of energy channels to produce a respective plurality of differential phase contrast 3D reconstruction images; and combining the plurality of differential phase 3D reconstruction images to thereby produce one or more output images of the breast; wherein said combining of the plurality of differential phase 3D reconstruction images comprises assigning different weights to the images being combined. 2. The method of claim 1 , wherein said combining of the plurality of differential phase 3D reconstruction images comprises assigning different colors to the images being combined. 3. The method of claim 2 , wherein the assigning of different colors comprises applying a two-dimensional matrix of color weighting coefficients to the images being combined. 4. The method of claim 1 , wherein the combining produces the output image comprising three-dimensional (3D) matrix of attenuation coefficients of breast tissue voxels. 5. The method of claim 1 , wherein the combining produces an output image comprising a three-dimensional (3D) matrix of phase coefficients of breast tissue voxels. 6. The method of claim 1 , including stepping a source grating, which is between the x-ray source and the breast, to vary the spacing of the source grating from the x-ray source for different portions of said acquisition. 7. The method of claim 6 , wherein the stepping comprises moving the source grating linearly along an imaging x-ray beam from the source irradiating the breast. 8. The method of claim 6 , wherein the stepping comprises moving, to a different position between the x-ray source and the breast for different portions of said acquisition, a source grating mounted on a respective branch of a multi-branch source grating mechanism. 9. The method of claim 8 , wherein the stepping comprises rotating the multi-branch source grating mechanism about an axis along a propagation direction of the imaging x-ray beam. 10. The method of claim 1 in which the grating system comprises a phase grating and an analyzer grating that are between the breast and the detector, and said acquiring comprises acquiring the projection images while the phase and analyzer grating are misaligned to thereby produce a Moire pattern at the detector. 11. The method of claim 1 , further comprising the following steps carried out before said acquiring of the projection images with the polychromatic source: imaging the breast using a different imaging modality to determine a region of interest in the breast; and selecting a relative position between an imaging beam from the polychromatic x-ray source and the breast determined by said region of interest and then carrying out the steps recited in claim 1 . 12. The method of claim 11 in which the different imaging modality is CT imaging other than differential phase imaging. 13. The method of claim 1 , wherein the combining of the 3D reconstruction images comprises producing a combined image resolving sub-micron structures in the breast. 14. A breast CT system imaging a human breast with an x-ray imaging beam without penetrating the chest cavity of a patient with primary radiation, comprising: a projection image acquisition gantry a polychromatic x-ray source configured to irradiate the breast but not the chest cavity of a patient with an imaging beam of x-rays rotating around the breast, an energy-resolving detector configured to receive the imaging beam after passage thereof through the breast, and a grating system; said detector being configured to acquire, for each of the plurality of energy channels, a respective plurality of the projection images of the breast taken at different view angles; a computer processor configured to apply computer algorithms to the projection images and produce a respective differential phase 3D reconstruction image of the breast for each of the plurality of energy channels; and said computer processor being further configured to combine the plurality of differential phase 3D reconstruction images to thereby produce one or more output images of the breast; and a computer display configured to display the one or more of the output images of the breast; wherein said computer processor is configured to combine the plurality of differential phase 3D reconstruction images in a process that includes assigning different weights to the images being combined. 15. The system of claim 14 , wherein said computer processor is configured to combine the plurality of differential phase 3D reconstruction images in a process that includes assigning different colors to the images being combined. 16. The system of claim 15 , wherein the computer processor is configured to assign the different colors by applying a two-dimensional matrix of color weighting coefficients to the images being combined. 17. The system of claim 14 , wherein the computer processor is configured to produce an output image that is a three-dimensional (3D) matrix of attenuation coefficients of breast tissue voxels. 18. The system of claim 14 , wherein the computer processor is configured to produce an output image that is a three-dimensional (3D) matrix of phase coefficients of breast tissue voxels. 19. The system of claim 14 , wherein the grating system comprises a stepping source grating that is between the x-ray source and the breast and is configured to vary the spacing between the source grating and the x-ray source for different portions of the rotation of the imaging beam of x-rays. 20. The system of claim 19 , wherein the grating system comprises a motorized drive configured to move the source grating linearly along the imaging x-ray beam to vary said spacing. 21. The system of claim 19 , wherein the source grating comprises a multi-branch arrangement of individual source grating configured to rotate around an axis of the imaging beam to thereby place a respective source grating at a respective different distance from the source for different portions of the rotation of the imaging beam around the breast. 22. The system of claim 14 , wherein the grating system comprises a phase grating and an analyzer grating that are between the breast and the detector and are misaligned to thereby produce a Moire pattern at the detector. 23. The system of claim 14 , further comprising an imaging system that is in addition to said gantry and is configured to image the breast using a different imaging modality to determine a region of interest in the breast, and wherein said gantry is configured to select a relative position between the imaging beam and the breast determined by said region of interest. 24. The system of claim 23 in which the different imaging modality is CT imaging other than differential phase imaging. 25. The system of claim 14 , wherein
Image preprocessing, e.g. calibration, positioning of sources or scatter correction · CPC title
for diagnosis of breast, i.e. mammography · CPC title
the source being combined with a filter or grating · CPC title
using energy resolving detectors, e.g. photon counting · CPC title
the detector being combined with a grid or grating · CPC title
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