Method and system for tomosynthesis projection images enhancement
US-10092262-B2 · Oct 9, 2018 · US
US10535167B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10535167-B2 |
| Application number | US-201816154275-A |
| Country | US |
| Kind code | B2 |
| Filing date | Oct 8, 2018 |
| Priority date | Dec 31, 2014 |
| Publication date | Jan 14, 2020 |
| Grant date | Jan 14, 2020 |
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A method and system for obtaining images of an object of interest using a system comprising an X-ray source facing a detector. The method and system enable the acquiring of a plurality of 2D projection images of the object of interest in a plurality of orientations. A selected 2D projection image such as the zero projection of the plurality of projections can be enhanced by using at least a subset of the plurality of tomosynthesis projection images. The obtained enhanced 2D projection image is displayed for review.
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What is claimed is: 1. A method for obtaining at least one enhanced image of an object of interest using a system comprising an X-ray source facing an X-ray detector, the method comprising: moving the X-ray source to a plurality of positions relative to the X-ray detector, the X-ray detector being stationary, and acquiring a 2D tomosynthesis projection image of the object of interest at each of the plurality of positions; enhancing each acquired 2D tomosynthesis projection image; projecting each enhanced image on an isocentric virtual X-ray detector to produce a plurality of virtual projections, wherein the normal to the isocentric virtual X-ray detector points towards the X-ray source for each position of the plurality positions to produce a plurality of virtual projections; displaying successively the virtual projection images; enhancing a selected projection image of the acquired 2D tomosynthesis projection images using at least a subset of the acquired tomosynthesis projection images at a plurality of heights, wherein a most likely height is determined for each pixel (i, j) of the selected projection image, and wherein enhancing the selected projection image comprises: for each pixel (i, j) of the selected projection image and for a given height, accumulating gray level intensity values of the corresponding pixel position in at least one of the tomosynthesis projection images; ranking the accumulated gray level intensity values for each pixel over all possible heights; determining the most likely height for each pixel (i, j) by selecting a maximum accumulated gray level intensity value; and combining each pixel's (i, j)'s gray level intensity level with the accumulated gray level intensity value at a height corresponding to the most likely height for pixel (i, j); and displaying an enhanced 2D projection image. 2. The method according to claim 1 , wherein the displaying step is performed at an adjustable speed. 3. The method according to claim 1 , wherein the accumulating step is performed for different frequency bands obtained by filtering the acquired 2D tomosynthesis projection images. 4. The method according to claim 3 , wherein the most likely height of each pixel (i, j) is obtained by: filtering the acquired 2D tomosynthesis projection images; for each pixel (i, j) of the selected projection image and for a given height, accumulating the filtered gray level intensity values of the corresponding pixel position in at least one of the 2D tomosynthesis projection images; deriving energy values from the accumulated gray level intensity values; optionally spatially smoothing the energy values of a given height; and determining the most likely height for each pixel (i, j) by selecting the maximum energy value among all possible heights. 5. The method according to claim 1 , wherein the most likely height of each pixel (i, j) is obtained as a combination of maximum accumulated gray level intensity values and 3D marks provided by a computer-aided diagnosis (CAD) system or indicated by a user through a 3D review system. 6. The method according to claim 1 , wherein the most likely height of each pixel (i, j) is stored as a height map associated to the enhanced 2D projection image. 7. The method according to claim 1 , wherein the selected projection image is the central projection (0°), which is the projection perpendicular to the X-ray detector. 8. The method according to claim 1 , wherein at least one 2D tomosynthesis projection image is denoised prior to improving the image quality of at least one of the at least one 2D tomosynthesis projection image. 9. A system for obtaining enhanced images of an object of interest comprising: an imaging system comprising an X-ray source and an X-ray detector configured to acquire 2D tomosynthesis projection images of the object of interest by moving the X-ray source to a plurality of positions relative to the X-ray detector, wherein a 2D tomosynthesis projection image is acquired at each of the plurality of positions; a processing unit configured enhance each of the acquired 2D tomosynthesis projection images, and project each enhanced image on an isocentric virtual X-ray detector to produce a plurality of virtual projections, wherein the normal to the isocentric virtual detector points towards the X-ray source for each position of the plurality positions to produce a plurality of virtual projections; a display configured to successively display the virtual projections; wherein the processing unit is further configured to compute an enhancement for a selected projection image of the acquired 2D tomosynthesis projection images using at least a subset of the acquired 2D tomosynthesis projection images at a plurality of heights, wherein a most likely height is determined for each pixel (i, j) of the selected projection image, and wherein in computing the enhancement, the processing unit is further configured to: for each pixel (i, j) of the selected projection image and for a given height, accumulate the gray level intensity values of the corresponding pixel position in at least one of the 2D tomosynthesis projection images; rank the accumulated gray level intensity values for each pixel over all possible heights; determine the most likely height for each pixel (i, j) by selecting the maximum accumulated gray level intensity value; and combine pixel (i, j)'s gray level intensity value with the determined maximum gray level intensity values for each pixel (i, j); and the display is configured to display an enhanced projection image. 10. The system according to claim 9 , wherein the object of interest is a patient's breast. 11. The system according to claim 9 , wherein the most likely height of each pixel (i, j) is obtained as a combination of maximum accumulated gray level intensity value and 3D marks provided by a CAD system or indicated by a user through a 3D review system. 12. The system according to claim 11 , wherein the most likely height of each pixel (i, j) is stored as a height map associated to the enhanced 2D projection image. 13. The system according to claim 9 , wherein the selected projection image is the central projection (0°), which is the projection perpendicular to the X-ray detector. 14. The system according to claim 9 , wherein at least one 2D tomosynthesis projection image is denoised prior to improving the image quality of at least one of the at least one 2D tomosynthesis projection image.
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