Method for image processing of mammographic images
A method for rendering a mammography image. Mammography image data is obtained and stored in a computer-readable electronic memory. A mapping transforms the data to an output data space by estimating a relative amount of dense tissue from the image data; identifying at least a first control point that delineates tissue from non-tissue image content and a second control point that delineates a fatty from a dense tissue region; allocating output image data values in the output data space for the identified fatty and dense tissue content according to the estimated relative amount of dense tissue; and mapping image data values to the allocated output image data values according to the first and second control points. The mammography image is rendered on a display according to the mapping.
1. A method for rendering a mammography image, comprising:
obtaining mammography image data for a patient and storing the mammography image data in a computer-readable electronic memory;
generating a mapping that transforms the mammography image data to a predetermined output image data space to normalize the mammography image data for consistent rendering and display appearance in which each input data code value corresponds to an output image data value by:
(a) estimating a relative amount of dense tissue from the mammography image data;
(b) identifying at least a first control point that delineates breast tissue from non-tissue image content and a second control point that delineates a fatty tissue region from a dense tissue region;
(c) allocating output image data values in the output image data space for the identified fatty and dense tissue content according to the estimated relative amount of dense tissue; and
(d) mapping image data values to the allocated output image data values according to the first and second control points, wherein the mapping of the image data values to the allocated output image data values normalizes the mammography image data and provides consistent rendering and display appearance of the image data across a plurality of different displays; and
rendering the mammography image data on a display according to the generated mapping.
2. The method of claim 1 wherein estimating the relative amount of dense tissue comprises obtaining a ratio that expresses percent density.
3. The method of claim 1 wherein generating a mapping forms a look-up table.
4. The method of claim 1 further comprising storing the generated mapping in a computer-accessible electronic storage medium.
5. The method of claim 4 wherein the mapping is stored in DICOM format.
6. The method of claim 1 wherein obtaining mammography image data comprises obtaining archived image data.
7. The method of claim 1 wherein allocating output image data values further comprises identifying a third control point that bounds or lies within the dense tissue region.
8. The method of claim 1 wherein estimating a relative amount of dense tissue comprises using a histogram analysis.
9. The method of claim 1 wherein the mammography image data is from a previously rendered image.
10. The method of claim 1 wherein the mammography image data is obtained from a digital radiography receiver.
11. The method of claim 1 wherein the mammography image data is obtained from a photosensitive medium.
12. The method of claim 1 wherein mapping image data values further comprises calculating spatial correlation for one or more pixels.
13. The method of claim 1 further comprising performing peripheral region density correction on the mammography image data.
14. The method of claim 1 wherein either or both first and second control points are predetermined.
15. The method of claim 1 wherein mapping image data values comprises using a linear relationship of input to output code values in either or both the fatty tissue region and the dense tissue region.
16. A method for rendering mammography image data comprising:
obtaining mammography image data for a patient and storing the mammography image data in a computer-readable electronic memory;
mapping the mammography image data to an output image data space to normalize the mammography image data for consistent rendering and display appearance, in which each data code value corresponds to an output image density by:
(a) identifying at least a first control point that delineates tissue from background content, a second control point that delineates a fatty tissue region from a dense tissue region, and a third control point that lies within or bounds the dense tissue region;
(b) estimating a relative amount of dense tissue within the mammography image data;
(c) allocating the output image data space for identified fatty and dense tissue regions according to the relative amount of dense tissue estimated; and
(d) generating a look-up table for mapping input image data values from the mammography image data to output values in the output image data space;
associating the generated look-up table with the mammography image data and storing the association, the look-up table, or both as DICOM data;
rendering the mammography image on a display according to the generated look-up table, wherein the mapping of the image data to the output image data space normalizes the mammography image data and provides consistent rendering and display appearance of the image data across a plurality of different displays.
17. The method of claim 16 wherein mapping the mammography image data further comprises performing a segmentation operation.
18. The method of claim 16 wherein the mammography image data is obtained from an image archival system.
19. The method of claim 16 wherein the mammography image data is obtained from a digital radiography receiver.
20. The method of claim 16 wherein the mammography image data is from a previously rendered image.