Metal artifact reduction for 3D-digtial subtraction angiography
A computed tomography (CT) imaging apparatus that reduces metal artifacts for digital subtraction angiography by, in circuitry, obtaining mask frames and contrast frames generated during scans of an object; performing a first reconstruction of the mask frames to generate metal volume data; identifying metal voxels in the metal volume data; re-projecting the metal voxels into the mask frames to generate metal-mask frames; defining a region of interest in each of the mask frames, each region of interest including metal regions; re-projecting the contrast frames; blending the mask frames with the re-projected contrast frames; registering the contrast frames with respect to the blended mask frames performing a cross-correlation analysis of the mask frames and the contrast frames, frame-pair-by-frame-pair; subtracting the registered contrast image from the corresponding mask image, frame-pair-by-frame-pair, to generate subtracted frames; and performing a second reconstruction on the subtracted frames.
1. A radiation diagnosis apparatus to improve registration and reduce artifacts in digital subtraction computed tomography, the apparatus comprising:
processing circuitry configured to
identify first regions corresponding to a metal artifact based on a plurality of first frames at a plurality of angles or a plurality of second frames at the plurality of angles, the plurality of first frames including projection data from a CT scan performed at a first time, and the plurality of second frames including projection data from a CT scan performed at a second time, which is different from the first time,
correct misregistrations between the first frames and the second frames based on the first regions,
generate subtraction frames between the first frames and the second frames after correcting the misregistrations, and
reconstruct a first reconstructed image based on the subtraction frames respectively obtained at the plurality of angles.
2. The CT radiation diagnosis apparatus according to claim 1 , wherein the the first region is a region that includes a metallic substance that forms an embolus in an aneurysm of a subject.
3. The radiation diagnosis apparatus according to claim 1 , wherein the processing circuitry is further configured to identify the first region using a subtracted frame based on the first frame and the second frame.
4. The radiation diagnosis apparatus according to claim 1 , wherein the processing circuitry is further configured to generate a second reconstructed image based on the plurality of first frames or the plurality of second frames, and to identify the first region in the second reconstructed image.
5. The radiation diagnosis apparatus according to claim 4 , wherein a voxel matrix size of the second reconstructed image is smaller than that of the first reconstructed image.
6. The radiation diagnosis apparatus according to claim 1 , wherein the processing circuitry is further configured to correct at least either the plurality of first frames or the plurality of second frames in such a manner that the first region in which an embolus is formed in an aneurysm of a subject in the plurality of frames and the first region in the plurality of second frames are registered.
7. The radiation diagnosis apparatus according to claim 4 , wherein the processing circuitry is further configured to
reconstruct the first reconstructed image to have a first resolution and a first number of voxels; and
reconstruct the second reconstructed image to have a second resolution and a second number of voxels, wherein
the first number of voxels is less than the second number of voxels.
8. The radiation diagnosis apparatus according to claim 1 , wherein the first frame is a mask frame, and the second frame is a contrast frame.
9. The radiation diagnosis apparatus according to claim 8 , wherein the processing circuitry is further configured to
project the contrast frame at the plurality of projection angles to generate contrast re-projection frames;
blend each of the contrast frames with the corresponding contrast re-projection frame to generate respective blended mask frames;
register each of the contrast frames with the corresponding blended mask frame to align absorption features of the contrast frame with absorption features of the blended mask frame using a transformation that includes a translation.
10. The radiation diagnosis apparatus according to claim 9 wherein the transformation includes both the translation and a rotation.
11. The radiation diagnosis apparatus according to claim 9 wherein the processing circuitry is further configured to
register each blended mask frame with the corresponding contrast frame using a maximum value of a cross-correlation between the blended mask frame and the corresponding contrast frame to determine the transformation.
12. The radiation diagnosis apparatus according to claim 8 , wherein the processing circuitry is further configured to
define a plurality of second regions, each second region corresponding to a respective mask frame and a respective contrast frame and including a metal region, wherein registration of each contrast frame with the corresponding mask frame aligns absorption features of the contrast frame and the frame within the second region.
13. The radiation diagnosis apparatus according to claim 12 , wherein the processing circuitry is further configured to
generate a plurality of third frames using the plurality of mask frames, wherein the plurality of third frames are metal-mask frames representing absorption of the object corresponding to metal, wherein the processing circuitry is configured to define the plurality of second regions using the metal regions of the plurality of third frames.
14. The radiation diagnosis apparatus according to claim 13 , wherein the processing circuitry is further configured to generate the plurality of third frames by
reconstructing a mask image using the plurality of mask frames;
identifying metal voxels in the mask image; and
re-projecting the metal voxels at the plurality of projection angles to generate the plurality of third frames.
15. The radiation diagnosis apparatus according to claim 14 , wherein the processing circuitry is further configured to identify metal voxels in the mask image using a threshold-and-region-growing method.
16. The radiation diagnosis apparatus according to claim 9 , wherein the processing circuitry is further configured to
generate the contrast re-projection frames by using a threshold-and-region-growing method to segment the first reconstructed image, projecting the segmented first reconstructed image to generate a contrast re-projection mask for each projection angle of the plurality of projection angles, and then projecting the first contrast image at each projection angle using the corresponding contrast re-projection mask.
17. The radiation diagnosis apparatus according to claim 9 , wherein the processing circuitry is further configured to blend each mask frame with the corresponding contrast re-projection frame by adding pixel-by-pixel, an absorption of the mask frame to an absorption of the corresponding contrast re-projection frame.
18. The radiation diagnosis apparatus according to claim 1 , wherein the radiation diagnosis apparatus is an X-ray CT apparatus.
19. The radiation diagnosis apparatus according to claim 1 , wherein the radiation diagnosis apparatus is a C-arm angio apparatus.
20. A radiation diagnosis method to improve registration and reduce artifacts in digital subtraction computed tomography, the method comprising:
identifying first regions corresponding to a metal artifact based on a plurality of first frames at a plurality of angles or a plurality of second frames at the plurality of angles, the plurality of first frames including projection data from a CT scan performed at a first time, and the plurality of second frames including projection data from a CT scan performed at a second time, which is different from the first time,
correcting misregistrations between the first frames and the second frames based on the first regions,
generating subtraction frames between the first frames and the second frames after correcting the misregistrations, and
reconstructing a first reconstructed image based on the subtraction frames respectively obtained at the plurality of angles.