Quantification and imaging methods and system of the echo texture feature
First Claim
1. A method for quantifying an echo texture feature, comprising:
- obtaining an ultrasound image, wherein the ultrasound image comprises a plurality of pixels, wherein each pixel contains a pixel value;
defining a region of interests on the ultrasound image and determining a regional standard deviation, wherein the regional standard deviation is the standard deviation of the pixel values of the pixels in the selected ROI;
eliminating the pixels having the pixel value lower than a standard value in the selected ROI, wherein the standard value is a multiple of the regional standard deviation;
generating a set of local statistical parameters for each of the pixels remaining in the selected ROI, a Nth set of local statistical parameters is obtained from the pixel points within a local area composed of the Nth pixel point and the pixel points adjacent the Nth pixel in the selected ROI, and the Nth pixel is one of the pixels remaining in the selected ROI, N is a natural number from 1 to the number of the pixels remaining in the selected ROI; and
acquiring at least one echo texture index in accordance with the local statistical parameters.
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Abstract
The present invention provides quantification and imaging methods and a system of the echo-texture feature, comprising: obtaining an ultrasonic image; calculating all the pixel values in a selected ROI of the ultrasonic image to obtain a regional standard deviation; excluding pixels with a pixel value smaller than a multiple of the regional standard deviation in the selected ROI; counting a set of pixels centered around a Nth pixel to gather a Nth local mean, a Nth local variance and a Nth local coefficient of variance corresponding the set of pixel values, wherein N is from 1 to the number of the pixels remaining in the selected ROI; and obtaining an echo-texture index according to the local means, the local variances, or the local coefficient of variances. The imaging of echo texture which shows the echo texture distribution of the selected ROI with a color scale changing continuously from red to blue is also included. A parameter is provided to adjust the visualization enhancement of the echo texture.
32 Citations
20 Claims
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1. A method for quantifying an echo texture feature, comprising:
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obtaining an ultrasound image, wherein the ultrasound image comprises a plurality of pixels, wherein each pixel contains a pixel value; defining a region of interests on the ultrasound image and determining a regional standard deviation, wherein the regional standard deviation is the standard deviation of the pixel values of the pixels in the selected ROI; eliminating the pixels having the pixel value lower than a standard value in the selected ROI, wherein the standard value is a multiple of the regional standard deviation; generating a set of local statistical parameters for each of the pixels remaining in the selected ROI, a Nth set of local statistical parameters is obtained from the pixel points within a local area composed of the Nth pixel point and the pixel points adjacent the Nth pixel in the selected ROI, and the Nth pixel is one of the pixels remaining in the selected ROI, N is a natural number from 1 to the number of the pixels remaining in the selected ROI; and acquiring at least one echo texture index in accordance with the local statistical parameters. - View Dependent Claims (2, 3, 4)
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5. A method for visualizing the echo texture feature, comprising:
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obtaining an ultrasound image, wherein the ultrasound image comprises a plurality of pixels, wherein each pixel contains a pixel value; defining a region of interests (ROI) on the ultrasound image and determining a regional standard deviation, wherein the regional standard deviation is the standard deviation of the pixel values of the pixels in the selected ROI; eliminating the pixels having the pixel value lower than a standard value in the selected ROI, Wherein the standard value is a multiple of the regional standard deviation; generating a set of local statistical parameters for each of the pixels remaining in the selected ROI, a Nth set of local statistical parameters is obtained from the pixels within a local area composed of the Nth pixel points and the pixel points adjacent the Nth pixel in the selected ROI, and the Nth pixel is one of the pixels remaining in the selected ROI, N is a natural number from 1 to the number of the pixels remaining in the region of interests, and the local statistical parameters comprises a plurality of local means; and acquiring at least one echo texture index in accordance with the local statistical parameters; generating a plurality of echo texture imaging intensities, wherein the each echo texture imaging intensity represents the absolute difference between a regional mean and the local mean of the pixels remaining in the region of interests, and wherein the regional mean is the mean of the pixel values of the pixels remaining in the selected ROI; and illustrating a color scale image of echo texture feature in accordance with the at least one echo texture index and the echo texture imaging intensities. - View Dependent Claims (6, 7, 8, 9, 10, 11)
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12. A system for quantifying an echo texture feature, comprising:
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an ultrasound image capture device is configured to acquire an ultrasound image, wherein the ultrasound image comprises a plurality of pixels and each pixel contains a pixel value; an image processing module connects with the ultrasound image capture device is configured to receive and process the ultrasound images, wherein the image processing module further comprises an analysis unit and a processing unit connected to the analysis unit; a display device connects with the image processing module is configured for display of the ultrasound images; and an input device connects with the image processing module is configured to define a region of interests (ROI) on an ultrasound image; wherein the analysis unit is configured to receive the selected ROI, and the processing unit is configured to determine a regional standard deviation of the pixel values of the pixels in the selected ROI; wherein the analysis unit is further configured to eliminate pixels having the pixel value lower than a standard value, a multiple of the regional standard deviation, in the selected ROI, wherein the analysis unit is yet further configured to generate a set of local statistical parameters for each of the pixels remaining in the selected ROI, and a Nth set of local statistical parameters is obtained from the pixels within a local area composed of the Nth pixel point and the pixel points adjacent the Nth pixel in the selected ROI, and wherein the Nth pixel is one of the remaining pixels in the selected ROI, N is a natural number from 1 to the number of the pixels remaining in the selected ROI; and wherein the processing unit is further configured to obtained at least one echo texture index based on the local statistical parameters. - View Dependent Claims (13, 14)
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15. A system for visualizing an echo texture feature, comprising:
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an ultrasound image capture device is configured to acquire an ultrasound image, wherein the ultrasound image comprises a plurality of pixels and each pixel contains a pixel value; an image processing module connects with the ultrasound image capture device is configured to receive and process ultrasound images, wherein the image processing module further comprises an analysis unit and a processing unit connecting to the analysis unit; a display device connects with the image processing module is configured for display of the ultrasound images; and an input device connects with the image processing module is configured to define a region of interests (ROI) on an ultrasound image; wherein the analysis unit is configured to receive the region of interests, and the processing unit is configured to determine a regional standard deviation of the pixel values of the pixels in the selected ROI; wherein the analysis unit is further configured to eliminate the pixels having the pixel value lower than a standard value, a multiple of the regional standard deviation, in the selected ROI, wherein the analysis unit is yet further configured to generate a set of local statistical parameters for each of the pixels remaining in the selected ROI, a Nth set of the local statistical parameters is obtained from the pixels within a local area composed of the Nth pixel point and the pixel points adjacent the Nth pixel in the selected ROI, N is a natural number from 1 to the number of the pixels remaining in the selected ROI; and wherein the processing unit is further configured to obtained at least one echo texture index based on the local statistical parameters, and wherein the processing unit is yet further configured to obtained echo texture imaging intensities based on the absolute differences between a regional mean and the local mean of each pixel, wherein the regional mean is a mean of the pixels remaining in the selected ROI; and wherein the analysis unit is also configured to illustrate a color scale image of echo texture feature in accordance with the at least one echo texture index and the echo texture imaging intensities. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification