Facilitating computer-aided detection, comparison and/or display of medical images by standardizing images from different sources
View Patent ↗The present invention is methods for processing medical images so as to remove certain effects of the physical characteristics of the object being imaged and/or of the apparatus used to form the images. The invention further provides for the formation of a standardized image from the processed image and for the use of the standardized image or the processed image in the training of computer-aided detection/diagnosis algorithms. These algorithms may then be used to detect abnormalities in other standardized or processed images derived from any of a variety of image acquisition systems.
1. A method for processing mammographic images comprising the steps of:
processing a plurality of digital or digitized mammograms formed by different x-ray mammography systems to remove distinguishing effects of each mammography system;
transforming, with a computer, each processed mammogram into a standard-form x-ray mammogram having a first standard x-ray voltage parameter and a first standard exposure parameter, wherein at least one of the first standard x-ray voltage parameter and first standard exposure parameter differs from at least one of an x-ray voltage parameter and exposure parameter of at least one of the digital or digitized mammograms;
storing said standard-form x-ray mammograms whereby visual comparison of x-ray mammograms taken by different x-ray mammography systems is facilitated by comparing standard-form x-ray mammograms derived from mammograms taken by the different x-ray mammography systems.
2. The method of claim 1 wherein the processing removes distinguishing effects of at least one of an x-ray voltage, an exposure voltage and a compression thickness.
3. The method of claim 1 wherein an x-ray image of a reference material and one of the mammograms are formed under a set of conditions, said reference material having known x-ray attenuation characteristics representative of different percentages of fat content, said method further comprising the step of identifying fat content in the one of the mammograms by comparing exposure values in the one of the mammograms with exposure values on the x-ray image of the reference material.
4. The method of claim 1 wherein the standard x-ray voltage parameter is in the range 25-28 peak voltage (kVp).
5. The method of claim 1 wherein the standard exposure is in the range 20-200 milli-Ampere-seconds.