Coronary vessel extraction method and device based on multi-view model fusion

A technology of model fusion and extraction method, which is applied in the computer field, can solve problems such as waste and different scanning fields of view of coronary artery images, and achieve the effect of being accurate and solving different scanning fields of view

Pending Publication Date: 2020-12-04
HANGZHOU SHENRUI BOLIAN TECH CO LTD +1
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Problems solved by technology

[0003] However, the scanning field of view of different coronary images is different, and the calculation of many areas is wasted by using the whole image to segment coronary vessels.

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  • Coronary vessel extraction method and device based on multi-view model fusion
  • Coronary vessel extraction method and device based on multi-view model fusion
  • Coronary vessel extraction method and device based on multi-view model fusion

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Embodiment Construction

[0020] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0021] The following combination figure 1 and figure 2 For the description of the method for extracting coronary vessels based on multi-view model fusion provided by the embodiment of the present invention, see figure 1 and figure 2 , the coronary vessel extraction method based on multi-view model fusion provided by the embodiment of the present invention includes:

[0022] S1, input the original coronary CTA image, segment th...

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Abstract

The invention provides a coronary vessel extraction method and device based on multi-view model fusion, and the method comprises the steps: inputting an original coronary vessel CTA image, obtaining aheart segmentation result, carrying out the cutting of the original CTA image according to the size of a heart, and obtaining a cut coronary vessel CTA image; training a coronary vessel segmentationnetwork by using the multi-view image, wherein the coronary vessel segmentation network comprises a first coronary vessel segmentation model, a second coronary vessel segmentation model and a third coronary vessel segmentation model; segmenting the cropped coronary artery CTA image by using a first coronary artery blood vessel segmentation model to obtain a first segmentation result, segmenting the cropped coronary artery CTA image by using a second coronary artery blood vessel segmentation model to obtain a second segmentation result, and segmenting the cropped coronary artery CTA image by using a third coronary artery blood vessel segmentation model to obtain a third segmentation result; and combining the first segmentation result, the second segmentation result and the third segmentation result to obtain a final coronary vessel segmentation result.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to a method and device for extracting coronary vessels based on multi-view model fusion. Background technique [0002] Angiography technology has been widely used in clinical diagnosis and treatment. The segmentation algorithm can realize automatic vascular reconstruction (such as head and neck vessels, coronary arteries, etc.), which greatly improves the operating efficiency of the hospital while reducing the work pressure of technicians. . In actual scenarios, some external factors (such as artifacts, noise, shooting technology, etc.) will affect the quality of vascular imaging. It is difficult to judge the trend of some blood vessels when analyzing CT images from a single view such as axial view, so it is necessary to combine Learning from multiple views improves segmentation accuracy. [0003] However, the scanning field of view of different coronary images is different, and...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11
CPCG06T7/0012G06T2207/10081G06T2207/20081G06T2207/20084G06T2207/20132G06T2207/30048G06T2207/30101G06T7/11
Inventor 潘成伟俞益洲李一鸣乔昕
Owner HANGZHOU SHENRUI BOLIAN TECH CO LTD
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