Method and system for tomosynthesis projection image enhancement and review
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.
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.