Automated segmentation of tri-plane images for real time ultrasonic imaging
US-2016249885-A1 · Sep 1, 2016 · US
US10219779B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10219779-B2 |
| Application number | US-201514741155-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jun 16, 2015 |
| Priority date | Jun 18, 2014 |
| Publication date | Mar 5, 2019 |
| Grant date | Mar 5, 2019 |
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An apparatus for generating a 3D left ventricle image includes: an ultrasonic sensor transmitting ultrasonic waves to the heart and receiving echoes thereof, an image processor acquiring a plurality of 2D left ventricle images based on the echoes of the ultrasonic waves and extracting sets of left ventricle boundary coordinates from the plurality of 2D images, respectively and a controller calculating a position of the left ventricle in 3D space through transformation of the sets of left ventricle boundary coordinates extracted by the image processor and generating a 3D left ventricle image based on the position of the left ventricle in 3D space.
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What is claimed is: 1. A method for generating a 3D image of a left ventricle of the heart, comprising: acquiring, by an image processor, a plurality of 2D left ventricle images; extracting, by the image processor, sets of left ventricle boundary coordinates from the plurality of 2D images, respectively; before extracting the left ventricle boundary coordinates, transmitting, by an ultrasonic sensor, ultrasonic waves to the heart and receiving echoes thereof, wherein the image processor acquires the plurality of 2D left ventricle images based on the echoes of the ultrasonic waves; calculating, by a controller, a position of the left ventricle in 3D space through transformation of the extracted sets of left ventricle boundary coordinates; and generating, by the controller, a 3D left ventricle image based on the calculated position of the left ventricle in 3D space, wherein calculating the position of the left ventricle in 3D space through transformation of the extracted sets of left ventricle boundary coordinates comprises: linearly translating each set of left ventricle boundary coordinates such that centers of gravity of each set of the left ventricle boundary coordinates are matched with a predetermined reference point; rotating the linearly translated sets of left ventricle boundary coordinates in the same plane; and rotating the rotated sets of left ventricle boundary coordinates in a space, wherein, in calculating the position of the left ventricle in 3D space through transformation of the left ventricle boundary coordinates, the controller calculates respective angles at which the sets of left ventricle boundary coordinates are rotated in the same plane and in a space using an alternating minimization optimization method in a condition that expansion or contraction of the left ventricle does not cause changes in the circumferential length of the mitral annulus, and wherein, a rotation transformation matrix and a position vector of the boundary coordinates in 3D space are used as parameters of the alternating minimization optimization method. 2. The method according to claim 1 , wherein, in receiving the echoes of the ultrasonic waves, the ultrasonic sensor transmits ultrasonic waves to the heart in three different directions and receives echoes thereof in each direction. 3. The method according to claim 2 , wherein, the plurality of 2D images comprising a 2-chamber view, a 3-chamber view, and a 4-chamber view for an entire cardiac cycle. 4. An apparatus for generating a 3D left ventricle image, comprising: an ultrasonic sensor transmitting ultrasonic waves to the heart and receiving echoes thereof; an image processor acquiring a plurality of 2D left ventricle images based on the echoes of the ultrasonic waves and extracting sets of left ventricle boundary coordinates from the plurality of 2D images, respectively; and a controller calculating a position of the left ventricle in 3D space through transformation of the sets of left ventricle boundary coordinates extracted by the image processor and generating a 3D left ventricle image based on the position of the left ventricle in 3D space, wherein the controller linearly translates each set of left ventricle boundary coordinates such that centers of gravity of each set of the left ventricle boundary coordinates are matched with a predetermined reference point, rotates the linearly translated sets of left ventricle boundary coordinates in the same plane, and rotates the rotated sets of left ventricle boundary coordinates in a space to calculate the position of the left ventricle in 3D space, wherein the controller calculates respective angles at which the sets of left ventricle boundary coordinates are rotated in the same plane and in a space using an alternating minimization optimization method in a condition that expansion or contraction of the left ventricle does not cause changes in the circumferential length of the mitral annulus, and wherein, a rotation transformation matrix and a position vector of the boundary coordinates in 3D space are used as parameters of the alternating minimization optimization method. 5. The apparatus according to claim 4 , wherein the ultrasonic sensor transmits ultrasonic waves to the heart in three different directions and receives echoes of the ultrasonic waves in each direction. 6. The apparatus according to claim 5 , wherein the plurality of 2D images comprising a 2-chamber view, a 3-chamber view, and a 4-chamber view for an entire cardiac cycle.
Diagnosis using ultrasonic, sonic or infrasonic waves · CPC title
for calculating health indices; for individual health risk assessment · CPC title
Clinical applications (A61B8/02, A61B8/04, A61B8/06 take precedence) · CPC title
Three-dimensional [3D] modelling for computer graphics · CPC title
Heart; Cardiac · CPC title
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