Method and system for multi-atlas segmentation of brain computed tomography image data

US8977029B2 · US · B2

Patent metadata
FieldValue
Publication numberUS-8977029-B2
Application numberUS-201313974481-A
CountryUS
Kind codeB2
Filing dateAug 23, 2013
Priority dateAug 24, 2012
Publication dateMar 10, 2015
Grant dateMar 10, 2015

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Abstract

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A method and system for multi-atlas segmentation brain structures and vessel territories in a brain computed tomography (CT) image is disclosed. Each of a plurality of atlas images is individually registered to an input brain CT image, resulting in a plurality of warped atlas images. A region of interest is defined based on labeled brain structures in each of the plurality of warped atlas images. For each atlas image, a respective sum of squared difference (SSD) value is calculated between the corresponding warped atlas image and the brain CT image within the region of interest defined for the corresponding warped atlas image. A number of the atlas images are selected based on the SSD values calculated for the atlas images. The brain structures and vessel territories are segmented in the brain CT image using only the selected atlas images.

First claim

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The invention claimed is: 1. A method for segmenting brain structures and vessel territories in a brain computed tomography (CT) image comprising: receiving a brain CT image of a patient; individually registering each of a plurality of atlas images to the brain CT image, resulting in a plurality of warped atlas images; defining a region of interest in each of the plurality of warped atlas images based on labeled brain structures in each of the plurality of warped atlas images;…

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What does patent US8977029B2 cover?
A method and system for multi-atlas segmentation brain structures and vessel territories in a brain computed tomography (CT) image is disclosed. Each of a plurality of atlas images is individually registered to an input brain CT image, resulting in a plurality of warped atlas images. A region of interest is defined based on labeled brain structures in each of the plurality of warped atlas image…
Who is the assignee on this patent?
Du Kaifang, Zhang Li, Nguyen Tony, and 4 more
What technology area does this patent fall under?
Primary CPC classification G06T7/0079. Mapped technology areas include Physics.
When was this patent published?
Publication date Tue Mar 10 2015 00:00:00 GMT+0000 (Coordinated Universal Time) (B2). Legal status and post-grant events are not shown on this page.
What related patents are in patentsdb?
We list 8 related publications on this page (citations in our corpus or others sharing the same primary CPC).