Full-automatic coronary artery segmentation method

A coronary artery, fully automatic technology, applied in image analysis, image data processing, instruments, etc., can solve problems such as the integrity and accuracy of coronary artery segmentation

Active Publication Date: 2017-01-04
BEIJING NORMAL UNIVERSITY
View PDF3 Cites 14 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

These factors have a certain impact on the integ

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Full-automatic coronary artery segmentation method
  • Full-automatic coronary artery segmentation method
  • Full-automatic coronary artery segmentation method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0043] The present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0044] A fully automatic coronary artery segmentation method, comprising the following steps:

[0045] Step 1, segment the heart region: register an image of the data to be segmented with each image in the standard atlas, and synthesize the images in the standard atlas according to the registration results. The above processing is performed on each image in the data to be segmented to segment the heart region.

[0046] Heart segmentation is important for further coronary artery extraction. If the next step of blood vessel enhancement is directly performed on the original data without heart segmentation, other tissues (such as bones, pulmonary vessels, etc.) other than coronary arteries will also be enhanced, making subsequent segmentation impossible.

[0047] The image of the heart region segmented by the method described in step 1 is as follows figu...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention relates to a full-automatic coronary artery segmentation method. The method comprises the steps of: segmenting out a heart region; carrying out vessel enhancement processing; automatically detecting seed voxels; and segmenting a coronary artery. Firstly, the heart region comprising the coronary artery is segmented out, a segmented image nearly does not include any noisy point, and both segmentation accuracy and efficiency are superior to a result obtained by methods such as an EM algorithm and the like; by carrying out vessel enhancement processing on the heart region segmented out, a coronary image is obviously enhanced; by carrying out automatic detection of the seed voxels on the image subjected to vessel enhancement processing, a seed voxel set is detected out, the problem that a conventional region segmentation method needs manual intervention is solved, and robustness is improved; and finally, by consistency judgment, the coronary artery is segmented out. Relative to a method for carrying out region segmentation only by using a gray value as the standard, the full-automatic coronary artery segmentation method disclosed by the invention dynamically changes a consistent interval in consistency judgment, and not only avoids manual intervention, but also improves accuracy of segmenting the coronary artery.

Description

technical field [0001] The invention relates to the stenosis detection and quantitative evaluation technology of coronary artery in computer-aided medical treatment, in particular to a fully automatic coronary artery segmentation method. Background technique [0002] The blood in the coronary arteries provides various substances needed to maintain the function of the heart. Mild coronary atherosclerosis can lead to temporary myocardial ischemia, and severe coronary atherosclerosis can lead to myocardial damage, so as to induce myocardial infarction, posing a direct threat to the individual's life. Therefore, the detection and quantitative assessment of coronary artery stenosis is the key to the prevention and diagnosis of cardiovascular disease. In order to detect and quantitatively evaluate coronary artery stenosis, it is necessary to accurately extract coronary arteries. If the extraction is not real enough, for example, the extracted coronary lumen is much narrower than...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06T7/00
Inventor 田沄潘雨彤段福庆赵世凤王嘉欣刘子丰
Owner BEIJING NORMAL UNIVERSITY
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap